ArticlePDF Available

Measurement accuracy of the acetabular cup position using an inertial portable hip navigation system with patients in the lateral decubitus position

Authors:

Abstract and Figures

Accurate cup placement is critical to ensure satisfactory outcomes after total hip arthroplasty. Portable hip navigation systems are novel intraoperative guidance tools that achieve accurate cup placement in the supine position; however, accuracy in the lateral decubitus position is under debate. A new inertial portable navigation system has recently become available. The present study investigated the accuracy of measurements of the cup position in 54 patients in the lateral decubitus position using this system and compared it with that by a goniometer. After cup placement, cup abduction and anteversion were measured using the system and by the goniometer, and were then compared with postoperatively measured angles. Absolute measurement errors with the system were 2.8° ± 2.6° for cup abduction and 3.9° ± 2.9° for anteversion. The system achieved 98 and 96% measurement accuracies within 10° for cup abduction and anteversion, respectively. The system was more accurate than the goniometer for cup anteversion (p < 0.001), but not for abduction (p = 0.537). The system uses a new registration method of the pelvic reference plane and corrects intraoperative pelvic motion errors, which may affect measurement accuracy. In the present study, reliable and reproducible intraoperative measurements of the cup position were obtained using the inertial portable navigation system.
This content is subject to copyright. Terms and conditions apply.
1
Vol.:(0123456789)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports
Measurement accuracy
of the acetabular cup position using
an inertial portable hip navigation
system with patients in the lateral
decubitus position
Hiromasa Tanino
*, Ryo Mitsutake & Hiroshi Ito
Accurate cup placement is critical to ensure satisfactory outcomes after total hip arthroplasty.
Portable hip navigation systems are novel intraoperative guidance tools that achieve accurate
cup placement in the supine position; however, accuracy in the lateral decubitus position is under
debate. A new inertial portable navigation system has recently become available. The present study
investigated the accuracy of measurements of the cup position in 54 patients in the lateral decubitus
position using this system and compared it with that by a goniometer. After cup placement, cup
abduction and anteversion were measured using the system and by the goniometer, and were then
compared with postoperatively measured angles. Absolute measurement errors with the system
were 2.8° ± 2.6° for cup abduction and 3.9° ± 2.9° for anteversion. The system achieved 98 and 96%
measurement accuracies within 10° for cup abduction and anteversion, respectively. The system was
more accurate than the goniometer for cup anteversion (p < 0.001), but not for abduction (p = 0.537).
The system uses a new registration method of the pelvic reference plane and corrects intraoperative
pelvic motion errors, which may aect measurement accuracy. In the present study, reliable and
reproducible intraoperative measurements of the cup position were obtained using the inertial
portable navigation system.
Total hip arthroplasty (THA) is one of the most eective interventions for patients with degenerative hip dis-
ease. Accurate component positioning is critical to ensure satisfactory postoperative outcomes and minimize
complications. Acetabular cup malposition aer THA increases the risk of dislocation, impingement, leg length
discrepancies, and increased polyethylene wear1,2. Accurate acetabular cup placement is one of the most chal-
lenging aspects of THA, even for experienced surgeons; therefore, surgical guidance tools, such as navigation
systems and robotics, have been developed to increase the accuracy of cup placement. Despite the accumulated
radiographic benets of navigation systems311, this technology is currently underutilized for THA12. e follow-
ing disadvantages of navigation systems have been reported: the inaccurate registration of a patient’s anatomy
and position, longer operation times, the need for dedicated preoperative imaging, and high acquisition costs.
Several types of portable hip navigation systems, including accelerometer-based portable hip navigation sys-
tem, mini-optical portable hip navigation system, augmented reality-based portable hip navigation system, and
new accelerometer-based portable hip navigation system combined with an infrared stereo camera, are currently
available1325. ese systems are novel intraoperative guidance tools that incorporate accurate cup placement
achieved by large console navigation systems as well as the usability and convenience of conventional surgical
procedures21. Accurate cup placement with portable hip navigation systems in the supine position has already
been reported13,14,18,20. In previous study of portable hip navigation system, it was described that the supine
position seemed to be better for anteversion accuracy than the lateral decubitus position13. e registration
methods of the pelvic reference plane were dierent between the spine position and the lateral decubitus posi-
tion. One prospective, randomized, controlled study of portable hip navigation system in the lateral decubitus
position reported accurate cup placement, whereas the other prospective, randomized, controlled study did
not15,21. Accuracy of portable hip navigation system in the lateral decubitus position is still under debate13,15,21.
OPEN
Department of Orthopaedic Surgery, Asahikawa Medical University, Midorigaoka-Higashi 2-1-1-1,
Asahikawa 078-8510, Japan. *email: tanino@asahikawa-med.ac.jp
Content courtesy of Springer Nature, terms of use apply. Rights reserved
2
Vol:.(1234567890)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
A retrospective study from a designer-surgeon series26 recently reported accurate cup measurements in not only
the supine position, but also the lateral decubitus position using a new inertial portable hip navigation system
(INS), which uses a novel registration method of the pelvic reference plane and corrects intraoperative measure-
ment errors caused by intraoperative pelvic motion. Based on our knowledge, apart from this designer-surgeon
series26, there have been no clinical ndings reported on INS. erefore, the measurement accuracy of the cup
position using INS in the lateral decubitus position was investigated herein and then compared with that by a
goniometer and those described in the literature.
Methods
Patients
e present study analyzed 58 consecutive cases of primary THA performed using INS between May 2023 and
July 2023. e Institutional Review Board of Asahikawa Medical University (AMU23081) approved the present
study and waived the need for informed consent due to the retrospective design. is study was performed in
accordance with the ethical standards of the 1964 Declaration of Helsinki. We excluded 1 patient (1 hip) with
pin loosening during surgery and three patients (3 hips) in whom the cup angles measured by a goniometer
were not available. erefore, 54 procedures were ultimately analyzed. Among the cases examined, average age
was 66years (range, 44–85years), average height and body weight were 155cm (range, 136–177cm) and 62kg
(range, 40.6–112.0kg), respectively, 43 were female and 11 were male, and THA was performed on the le side
in 19 cases and the right side in 35. Forty-six patients were preoperatively diagnoses with osteoarthritis, 5 with
osteonecrosis of the femoral head, and 3 with femoral neck fracture.
Surgical procedure
ree surgeons at Asahikawa Medical University Hospital (HT, HI, and RM) performed all surgeries. Patients
were correctly positioned in the lateral decubitus position, namely, the patient’s sagittal plane was coplanar with
the operating table, while the patient’s longitudinal axis was in line with the long axis of the operating table. A
standard posterior approach with repair of the posterior so-tissue in a lateral decubitus position was used for
all patients. A lateral position xation device was employed to ensure that patients were xed on the operating
table. All patients underwent THA using INS (Navbit Sprint; Navbit Pty Ltd., Sydney, Australia) for cup place-
ment. e surgical team had used several other portable hip navigation systems for more than four hundred
THA prior to the present study2123.
INS contains inertial sensors, including accelerometers and gyroscopes, and consists of a disposable naviga-
tion unit (Navigation Device), Device Mount, bone pins, and Impactor Fitting (Fig.1). With a patient in the
lateral decubitus position, the Device Mount was percutaneously xed to the operated iliac crest using two bone
pins. Prior to the surgical approach, the pelvic reference plane was registered with the patient in the lateral decu-
bitus position. e Navigation Device was attached to the Device Mount (Fig.1a) and obtained the gravity vector,
which represented the transverse axis. e operating table was tilted 10° to the le and then 10° to the right.
e Navigation Device acquired the orientation at each tilted position and the axis of rotation linking these two
orientations was measured, which represented the longitudinal axis of the patient. e third and nal axis was
then calculated as being perpendicular to the rst two, which represented the anteroposterior axis of the patient
(the table tilt method) (Fig.2)26,27, thereby dening the functional pelvic reference plane of the patient, against
which cup abduction and anteversion angles were measured. e Navigation Device was removed from the
Figure1. A new inertial portable hip navigation system. In the lateral decubitus position, the Device Mount
was percutaneously xed to the operated iliac crest using two bone pins. e Navigation Device was attached to
the Device Mount (a). When it was ready to place the nal acetabular component, the Navigation Device was
returned to the Device Mount to update the pelvic coordinate system (b). e Navigation Device was xed to
the cup impactor by the Impactor Fitting and showed radiographic cup abduction and anteversion (c).
Content courtesy of Springer Nature, terms of use apply. Rights reserved
3
Vol.:(0123456789)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
Device Mount until the acetabulum was ready to place the nal acetabular component. Once the nal acetabular
component was ready to be placed, the Navigation Device was returned to the Device Mount to update the pelvic
coordinate system (Fig.1b), which corrected intraoperative measurement errors caused by intraoperative pelvic
motion. e Navigation Device was then xed to the cup impactor by the Impactor Fitting, which enabled the
Navigation Device to display radiographic cup abduction and anteversion (Fig.1c)28. With considering Lewin-
nek safe zone (cup abduction 30°–50°, anteversion 5°–25°)1, 40° abduction and 20° anteversion were the targets
for cup placement in all patients, as reported by Domb etal.3. Following the supplemental xation of screws
for all hips, the cup impactor was reattached to the acetabular cup and the Navigation Device was reattached to
the Impactor Fitting in order to remeasure cup abduction and anteversion angles because screw xation may
change the cup position29. A cross-linked polyethylene liner was then inserted. In the present study, the majority
of femoral stems used were cemented CMK Original Concept stems (Zimmer Biomet, Warsaw, IN, USA), while
cementless stems (POLAR; Smith & Nephew, Watford, United Kingdom: S-ROM; Depuy, Warsaw, IN, USA)
were inserted into nine hips. A cementless, hemispherical acetabular component (R3; Smith & Nephew) and
32-mm ceramic or Oxinium heads were used in all cases. e postoperative rehabilitation program was identical
for all patients. Ambulation was initiated on the rst postoperative day and immediate full-weight bearing was
permitted using a walker and crutches.
Data collection
One week aer surgery, pelvic anteroposterior radiographs were performed on patients in the supine position
and were used to assess cup abduction. Cup abduction was measured as the angle between a line drawn through
both acetabular teardrops and the line through the face of the acetabular component. All patients included in
the present study underwent a pelvic computed tomography (CT) scan in the supine position one week aer
surgery. On axial CT images obtained through the central position of the cup, cup anteversion was measured
perpendicular to a line drawn across the ischial spines. Digital measurements of postoperative cup angles (ViewR;
YOKOGAWA, Japan) were performed by one observer, as previously reported2123. Data obtained for cup antever-
sion were converted to radiographic denitions and then analyzed28. Main outcome measures were as follows:
the absolute dierence between cup angles displayed on INS during surgery and those measured aer surgery,
dened as the measurement error, postoperatively measured cup abduction and anteversion angles, the time
required for pin insertion and registration, and the operation time (including the time required for pin insertion
and registration). e cup abduction and anteversion angles were also measured by a goniometer during surgery
aer measurements with INS, the method is same as previous study19, and accuracy measured by the goniometer
was compared with the measurement error.
Statistical analysis
e Shapiro–Wilk test was rst performed to assess the normality of data distribution for continuous variables.
Data were analyzed using a two-tailed independent t-test for normally distributed data or a Mann–Whitney U
test for non-normally distributed data. A two-tailed paired t-test was also used to compare measurement errors
with the absolute dierence between cup angles measured by the goniometer during surgery and postoperatively
measured angles. Pearson’s correlation was used to identify continuous factors aecting measurement errors.
p values < 0.05 indicated a signicant dierence. SPSS Version 24 (SPSS Inc., Chicago, IL, USA) was employed
for statistical analyses.
Figure2. e table tilt method. A gravity vector was acquired by the Navigation Device, which represented
the transverse axis (b). e operating table was tilted 10° to the le and then 10° to the right (a and c). e
Navigation Device acquired the orientation at each tilted position and the axis of rotation linking these two
orientations was measured, which represented the longitudinal axis of the patient. e third and nal axis was
then calculated as being perpendicular to the rst two, which represented the anteroposterior axis of the patient
(the table tilt method) (b)26,27, thereby dening the functional pelvic reference plane of the patient, against which
cup abduction and anteversion angles were measured.
Content courtesy of Springer Nature, terms of use apply. Rights reserved
4
Vol:.(1234567890)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
Results
Mean postoperatively measured cup abduction and anteversion of the acetabular cup were 39.0° ± 5.6° (range,
24°–50°) and 18.6° ± 5.9° (range, 2.9°–31.6°), respectively (Table1). Cup angles displayed on INS during surgery
and those measured by the goniometer during surgery are also shown in Table1.
Mean absolute measurement errors were 2.8° ± 2.6° (range, 0°–12°) for cup abduction and 3.9° ± 2.9° (range,
0.1°–14.5°) for cup anteversion. Regarding cup abduction, measurement errors > 5° and > 10° were observed in
eight (14.8%) and one hip (1.9%), respectively. Concerning cup anteversion, a measurement error > 5° was noted
in een hips (27.8%) and > 10° in two hips (3.7%). No hip had a measurement error > 10° for both cup abduction
and anteversion. Scatterplots of the measurement errors of INS revealed a few outliers (Fig.3). Measurement
errors for cup abduction and anteversion did not correlate with age (p = 0.698, 0.748), height (p = 0.771, 0.189),
weight (p = 0.294, 0.330), diagnosis (p = 0.307, 0.284), sex (p = 0.614, 0.237), or the operated side (p = 0.517, 0.355).
Absolute dierences between cup angles measured by the goniometer during surgery and postoperatively
measured angles are shown in Table2. e absolute measurement error was not signicantly dierent from the
absolute dierence for cup abduction (p = 0.537), whereas the absolute measurement error was signicantly
smaller than the absolute dierence for cup anteversion (p < 0.001) (Table2).
Table 1. Mean cup abduction and anteversion angles measured postoperatively, displayed on INS, and
measured by the goniometer.
Measured postoperatively Displayed on INS during surgery Measured by the goniometer during surgery
Mean cup abduction 39.0° ± 5.6° 40.2° ± 4.5° 38.2° ± 6.0°
(range, 24°–50°) (range, 29°–50°) (range, 24°–55°)
Mean cup anteversion 18.6° ± 5.9° 17.8° ± 3.3° 22.4° ± 4.5°
(range, 2.9°–31.6°) (range, 9°–32°) (range, 13°–33°)
Figure3. Measurement errors of INS (non-absolute values). A positive value for the measurement error was
recorded when the cup angles displayed on INS during surgery were larger than postoperatively measured
angles, while negative values indicated that the cup angles displayed on INS during surgery were smaller than
postoperatively measured angles.
Table 2. Measurement accuracy of the cup position with INS and a goniometer.
Measurement error (INS) Absolute dierence between cup angles measured by a goniometer and postoperatively
measured angles p value
Cup abduction 2.8° ± 2.6° 3.1° ± 3.0° 0.537
Cup anteversion 3.9° ± 2.9° 6.1° ± 4.6° < 0.001
Content courtesy of Springer Nature, terms of use apply. Rights reserved
5
Vol.:(0123456789)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
e mean operative time was 70.4 ± 20.0min (range, 46–155), and the mean time required for pin insertion
and registration was 3.6 ± 2.1min (range, 1–11).
Discussion
e present study examined the accuracy of measurements of the cup position in patients in the lateral decubitus
position by INS, which uses a new registration method of the pelvic reference plane (the table tilt method) and
corrects intraoperative measurement errors caused by intraoperative pelvic motion. INS achieved 98 and 96%
measurement accuracies within 10° for cup abduction and anteversion, respectively. Intraoperative measure-
ments of cup anteversion were more accurate using INS than the goniometer, whereas those of cup abduction
were not. erefore, we obtained reliable and reproducible intraoperative measurements of the acetabular cup
position using INS.
Current imageless hip navigation systems calculate the implant position in relation to a reference plane, and
various registration methods have been used, including the methods to use the anterior pelvic plane, the oper-
ated anterior superior iliac spine and the spinous process of L5 vertebra30, the functional pelvic plane, and the
longitudinal axis of the patient and the gravity vector. Since incorrect registration results in inaccurate navigation,
concerns have been raised over the accuracy of registration methods. Many large console imageless navigation
systems employ the anterior pelvic plane, which is dened by the right and le anterior superior iliac spines
and pubic symphysis, as the pelvic reference plane for cup abduction and anteversion. However, diculties
are associated with identifying these anatomical landmarks, particularly in obese patients or in patients in the
lateral decubitus position. First-generation portable hip navigation systems, including the accelerometer-based
portable hip navigation system (HipAlign; OrthAlign Inc., Aliso Viejo, CA, USA) and mini-optical portable hip
navigation system (Intellijoint HIP; Intellijoint Surgical Inc., Kitchener, Canada), use an alternate method to
register the pelvic reference plane of a patient in the lateral decubitus position. e registration probe is manually
positioned parallel to the longitudinal axis of the patient in the lateral decubitus position to obtain the coronal
pelvic reference plane. Although this coronal registration does not need to identify the anatomical landmarks,
such as anterior superior iliac spine and pubic symphysis, and eliminates concerns regarding palpation errors
in obese patients, it assumes that the pelvis is held in a strict lateral decubitus position at the beginning of sur-
gery and is dependent on the operating surgeons judgement. Conicting ndings have been reported on the
accuracy of rst-generation portable hip navigation systems in the lateral decubitus position. Two prospective,
randomized, controlled studies compared the accuracy of cup placement with the accelerometer-based portable
hip navigation system and the conventional technique in the lateral decubitus position. One study indicated that
cup placement was more accurate in the navigation group21, whereas the other did not15. e table tilt method
is used for coronal registration by INS, which assumes that the pelvis is held in a strict lateral decubitus position
at the beginning of surgery; however, this method does not require the identication of anatomical landmarks
and is not dependent on the operating surgeon’s judgement.
e pelvis is oriented by surgeons into a strict lateral decubitus position at the beginning of surgery and it is
generally assumed to remain in this position throughout the procedure. However, due to manipulations of the leg
as well as the levering eect of retractors for adequate exposure, intraoperative pelvic motion inevitably occurs.
Previous studies reported that intraoperative pelvic motion with patients in the lateral decubitus position may
vary by up to 32° of roll, 25° of tilt, and 10° of pitch31,32. is motion may result in inaccurate cup placement.
One study demonstrated that for every 1° change in pelvic roll, tilt, and pitch, radiographic cup abduction was
changed by 0.22, 0.19, and 1.00°, respectively, while radiographic cup anteversion was changed by 0.61, 0.75, and
0.00°, respectively32. During non-navigated procedures, the precise orientation of the pelvis at cup placement
is unknown, and traditional navigation and rst-generation portable hip navigation systems do not adequately
compensate for this type of pelvic motion13. INS updates the pelvic coordinate system by returning the Naviga-
tion Device to the Device Mount and corrects intraoperative measurement errors caused by intraoperative pelvic
motion. is may improve measurement accuracy with INS.
Several second-generation portable hip navigation systems, including an augmented reality-based portable
hip navigation system (AR-HIP; Zimmer Biomet Japan, Tokyo, Japan) and a new accelerometer-based portable
hip navigation system combined with an infrared stereo camera (Naviswiss Hip miniature imageless navigation
platform; Naviswiss AG, Brugg, Switzerland), are currently available. ese systems use the functional pelvic
plane, which is dened by the right and le anterior superior iliac spines and the gravity vector, as the pelvic refer-
ence plane, and it is registered in the supine position. When THA is performed in the lateral decubitus position,
the patient is moved into this position aer supine registration (the ip technique). e position tracking system
of a large console navigation system is generally based on infrared light, whereas the augmented reality-based
portable hip navigation system uses a standard red-green-blue camera to track markers within the sterile eld
and quick response codes as augmented reality ducial markers. Regarding an augmented reality-based port-
able hip navigation system in the lateral decubitus position, three prospective, randomized, controlled studies
reported more accurate cup placement than the conventional technique in the lateral decubitus position19,23,
or smaller measurement errors than a rst-generation portable hip navigation system in the lateral decubitus
position16. One cadaver study from the designer-surgeon series reported a mean absolute measurement error
of 4.1°±3.3° for both cup abduction and anteversion in the lateral decubitus position using INS27. One retro-
spective study from the designer-surgeon series reported mean absolute measurement errors of 2.3°±2.8° and
2.7°±2.5° for cup abduction and anteversion, respectively, in the lateral decubitus position26. However, apart
from this designer-surgeon series26, there have been no clinical ndings reported on INS. e time required for
pin insertion and registration by INS currently remain unknown. In the present study, measurement accuracy
for cup abduction appeared to be equivalent to the ndings of the designer-surgeon series, whereas that for cup
anteversion was slightly inferior (Table3). Based on previous ndings on portable hip navigation systems, the
Content courtesy of Springer Nature, terms of use apply. Rights reserved
6
Vol:.(1234567890)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
measurement errors of INS may be lower than those by rst-generation portable hip navigation systems for
cup abduction and anteversion. New registration method of the pelvic reference plane (the table tilt method)
and correction of intraoperative pelvic motion errors by INS might improve the accuracy. In comparisons with
second-generation portable hip navigation systems, the measurement error was similar for cup abduction, but
slightly larger for cup anteversion (Table3). In addition to dierences in the registration methods of the pelvic
reference plane, position tracking systems are dierent among portable hip navigation systems. Currently, little
is known for the eects of dierent position tracking systems on the accuracy of portable hip navigation systems.
Although several portable hip navigation systems require equipment outside of the sterile eld, INS is used
entirely in the sterile eld, removing the need for the surgical team to interact with a system outside of the sterile
eld. INS is compact, the pelvic reference plane is registered aer draping in the lateral decubitus position, and
the time required for pin insertion and registration is short (mean of 3.6min). Furthermore, the ip technique,
which is used with second-generation portable hip navigation systems, is not needed. is technique requires
additional time, particularly during the pre-operation phase, specically to re-drape and re-position the patient
aer the insertion of pins and registration23. We obtained reliable and reproducible intraoperative measurements
of the acetabular cup position using INS; however, the following limitations need to be addressed.
e rst limitation is related to the cost-to-benet ratio and clinical eects. Although INS is not an expensive
system ($800), the present study demonstrated its radiographic benets, and time required for pin insertion and
registration was 3.6min, it remains unclear whether the magnitude of radiographic benets demonstrated in
the present study are clinically signicant. Future studies are needed to investigate the cost-to-benet ratio and
clinical ndings. However, in our opinion, the reproducibility of contemporary THA appears to be dependent on
the combination of a number of factors, such as the component position, implant design, bearing, and surgical
technique. Although no individual factor in itself may prevent complications and improve clinical outcomes, we
think surgeons should use these variables in combination for excellent THA outcomes.
e second limitation is related to the position of the patient at the beginning of surgery and the correction of
intraoperative measurement errors caused by intraoperative pelvic motion. Coronal registration by INS assumes
that the pelvis is held in a strict lateral decubitus position at the beginning of surgery; however, the actual pelvic
position is not a strict lateral decubitus position, which causes measurement errors. e pelvic reference plane
of INS is xed to the Device Mount, and by extension, to the pelvis. erefore, the pelvic reference plane moves
with the pelvis. is minimizes intraoperative pelvic motion errors. However, the eects of the pelvic position
at the beginning of surgery and whether INS adequately compensates for intraoperative pelvic motion errors
currently remain unclear. Future studies are required to assess the eects of the pelvic position and intraopera-
tive pelvic motion errors.
e third limitation is the location of the hip center. e anatomic center was recommended in order to
decrease the hip joint reaction force33 and the location may be related with the incidence of dislocation aer
THA34. It is dicult to measure the location of the hip center using imageless portable hip navigation systems
at this time. With recent advances in computer technology3537, future modications of portable hip navigation
system are desirable.
Cup placement has historically been guided according to the safe zone reported by Lewinnek1. It remains con-
troversial whether cup placement inside the Lewinnek safe zone decreases the dislocation rate. Smaller or indi-
vidualized safe zones, including spinopelvic alignment with the pelvic tilt and spinal deformities, have recently
been suggested38. Regardless of the target values set for each individual case, more accurate cup placement is
Table 3. Comparison of ndings of portable hip navigation systems in the lateral decubitus position.
Placement error (absolute dierence between the intended target and the angle achieved) Measurement error
Type of navigation Abduction (°) Anteversion (°) Abduction (°) Anteversion (°)
First-generation portable hip navigation
 Tanino21 Accelerometer 3.7° ± 3.0° 6.0° ± 4.5°
 Tetsunaga24 Accelerometer 4.1° ± 3.7° 6.8° ± 4.8°
 Tanino22 Accelerometer 3.7° ± 3.3° 5.9° ± 3.6°
 Kiyohara15 Accelerometer 4.3° ± 3.2° 4.4° ± 2.9°
 Kurosaka16 Accelerometer 3° ± 2° 5° ± 4°
 Vigdorchik25 Optical 4.1° ± 2.7° 5.3° ± 4.4°
Mei17 Optical 5.2° ± 4.0° 4.8° ± 5.4°
Second-generation portable hip navigation
 Ogawa19 AR 1.9° ± 1.3° 2.8° ± 2.2° 2.0° ± 1.5° 2.9° ± 2.0°
 Kurosaka16 AR 3° ± 2° 2° ± 2°
 Tanino23 AR Median 1° (IQR 0–4.0) Median 2° (IQR 1.9–3.7)
 Ohyama18 Accelerometer with an infrared
camera Median 2.1° (IQR 1.0–3.7) Median 2.1° (IQR
0.9–3.1)
INS
 Xu26 INS 2.3° ± 2.8° 2.7° ± 2.5°
is study INS 2.8° ± 2.6° 3.9° ± 2.9°
Content courtesy of Springer Nature, terms of use apply. Rights reserved
7
Vol.:(0123456789)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
becoming increasingly important. e results of this non-designer-surgeon series showed reliable intraoperative
measurements of the acetabular cup position using INS.
Data availability
e datasets used and/or analyzed during the present study are available from the corresponding author upon
reasonable request.
Received: 9 September 2023; Accepted: 9 January 2024
References
1. Lewinnek, G. E., Lewis, J. L., Tarr, R., Compere, C. L. & Zimmerman, J. R. Dislocations aer total hip-replacement arthroplasties.
J. Bone Joint Surg. Am. 60, 217–220 (1978).
2. Tanino, H. CORR Insights®: e supercapsular percutaneously assisted total hip approach does not provide any clinical advantage
over the conventional posterior approach for THA in a randomized clinical trial. Clin. Orthop. Relat. Res. 481, 1126–1128 (2023).
3. Domb, B. G. et al. Accuracy of component positioning in 1980 total hip arthroplasties: A comparative analysis by surgical technique
and mode of guidance. J. Arthroplasty 30, 2208–2218 (2015).
4. Ecker, T. M., Tannast, M. & Murphy, S. B. Computed tomography-based surgical navigation for hip arthroplasty. Clin. Orthop.
Relat. Res. 465, 100–105 (2007).
5. Kalteis, T. et al. Imageless navigation for insertion of the acetabular component in total hip arthroplasty: Is it as accurate as CT-
based navigation?. J. Bone Joint Surg. Br. 88, 163–167 (2006).
6. Kitada, M. et al. Evaluation of the accuracy of computed tomography-based navigation for femoral stem orientation and leg length
discrepancy. J. Arthroplasty 26, 674–679 (2011).
7. Lass, R. et al. Total hip arthroplasty using imageless computer-assisted hip navigation: A prospective randomized study. J. Arthro-
plasty 29, 786–791 (2014).
8. Parratte, S., Ollivier, M., Lunebourg, A., Flecher, X. & Argenson, J. N. No benet aer THA performed with computer-assisted
cup placement: 10-year results of a randomized controlled study. Clin. Orthop. Relat. Res. 474, 2085–2093 (2016).
9. Snijders, T. E., van Gaalen, S. M. & de Gast, A. Precision and accuracy of imageless navigation versus freehand implantation of
total hip arthroplasty: A systematic review and meta-analysis. Int. J. Med. Robot. 13. https:// doi. org/ 10. 1002/ rcs. 1843 (2017).
10. Xu, K. et al. Computer navigation in total hip arthroplasty : A meta-analysis of randomized controlled trials. Int. J. Surg. 12, 528–533
(2014).
11. Ybinger, T. et al. Accuracy of navigation-assisted acetabular component positioning studied by computed tomography measure-
ments: methods and results. J. Arthroplasty 22, 812–817 (2007).
12. Boylan, M., Suchman, K., Vigdorchik, J., Slover, J. & Bosco, J. Technology-assisted hip and knee arthroplasties: An analysis of
utilization trends. J. Arthroplasty 33, 1019–1023 (2018).
13. Hasegawa, M., Naito, Y., Tone, S., Wakabayashi, H. & Sudo, A. Accuracy of acetabular cup insertion in an anterolateral supine
approach using an accelerometer-based portable navigation system. J. Artif. Organs 24, 82–89 (2021).
14. Kamenaga, T. et al. Accuracy of cup orientation and learning curve of the accelerometer-based portable navigation system for
total hip arthroplasty in the supine position. J. Or thop. Surg. Hong Kong 27, 2309499019848871 (2019).
15. Kiyohara, M. et al. Does accelerometer-based portable navigation provide more accurate and precise cup orientation without
prosthetic impingement than conventional total hip arthroplasty? A randomized controlled study. Int. J. Comput. Assist. Radiol.
Surg. 17, 1007–1015 (2022).
16. Kurosaka, K. et al. Does augmented reality-based portable navigation improve the accuracy of cup placement in THA compared
with accelerometer-based portable navigation? A randomized controlled trial. Clin. Orthop. Relat. Res. 481, 1515–1523 (2023).
17. Mei, X. Y., Etemad-Rezaie, A., Sar, O. A., Gross, A. E. & Kuzyk, P. R. Intraoperative measurement of acetabular component posi-
tion using imageless navigation during revision total hip arthroplasty. Can. J. Surg. 64, 442–448 (2021).
18. Ohyama, Y. et al. A new accelerometer-based portable navigation system provides high accuracy of acetabular cup placement in
total hip arthroplasty in both the lateral decubitus and supine positions. Arch. Orthop. Trauma Surg. 143, 4473–4480 (2023).
19. Ogawa, H. et al. Does an augmented reality-based portable navigation system improve the accuracy of acetabular component
orientation during THA? A randomized controlled trial. Clin. Orthop. Relat. Res. 478, 935–943 (2020).
20. Okamoto, M., Kawasaki, M., Okura, T., Ochiai, S. & Yokoi, H. Comparison of accuracy of cup position using portable navigation
versus alignment guide in total hip arthroplasty in supine position. Hip Int. 31, 492–499 (2021).
21. Tanino, H., Nishida, Y., Mitsutake, R. & Ito, H. Portable accelerometer-based navigation system for cup placement of total hip
arthroplasty: A prospective, randomized, controlled study. J. Arthroplasty 35, 172–177 (2020).
22. Tanino, H., Nishida, Y., Mitsutake, R. & Ito, H. Accuracy of a portable accelerometer-based navigation system for cup placement
and intraoperative leg length measurement in total hip arthroplasty: A cross-sectional study. BMC Musculoskelet. Disord. 22, 299
(2021).
23. Tanino, H., Mitsutake, R., Takagi, K. & Ito, H. Does a commercially available augmented reality-based portable hip navigation
system improve cup positioning during THA compared with the conventional technique? A randomized, controlled study. Clin.
Orthop. Relat. Res.https:// doi. org/ 10. 1097/ corr. 00000 00000 002819 (2023).
24. Tetsunaga, T. et al. Comparison of the accuracy of CT- and accelerometer-based navigation systems for cup orientation in total
hip arthroplasty. Hip Int. 31, 603–608 (2021).
25. Vigdorchik, J. M., Sculco, P. K., Inglis, A. E., Schwarzkopf, R. & Muir, J. M. Evaluating alternate registration planes for imageless,
computer-assisted navigation during total hip arthroplasty. J. Arthroplasty 36, 3527–3533 (2021).
26. Xu, J., Veltman, E. S., Chai, Y. & Walter, W. L. Accuracy of acetabular component alignment with surgical guidance systems during
hip arthroplasty. SICOT J. 9, 12 (2023).
27. Shatrov, J., Marsden-Jones, D., Lyons, M. & Walter, W. L. Improving acetabular component positioning in total hip arthroplasty:
A cadaveric study of an inertial navigation tool and a novel registration method. HSS J. 18, 358–367 (2022).
28. Murray, D. W. e denition and measurement of acetabular orientation. J. Bone Joint Surg. Br. 75, 228–232 (1993).
29. Fujishiro, T. et al. Eect of screw xation on acetabular component alignment change in total hip arthroplasty. Int. Orthop. 38,
1155–1158 (2014).
30. Davis, E. T., Schubert, M., Wegner, M. & Haimerl, M. A new method of registration in navigated hip arthroplasty without the need
to register the anterior pelvic plane. J. Arthroplasty 30, 55–60 (2015).
31. Gonzalez-Della-Valle, A. et al. Pelvic pitch and roll during total hip arthroplasty performed through a posterolateral approach. A
potential source of error in free-hand cup positioning. Int . Orthop. 43, 1823–1829 (2019).
32. Killen, C. J. et al. Characterising acetabular component orientation with pelvic motion during total hip arthroplasty. Hip Int. 31,
743–750 (2021).
Content courtesy of Springer Nature, terms of use apply. Rights reserved
8
Vol:.(1234567890)
Scientic Reports | (2024) 14:1158 | https://doi.org/10.1038/s41598-024-51785-2
www.nature.com/scientificreports/
33. Johnston, R. C., Brand, R. A. & Crowninshield, R. D. Reconstruction of the hip. A mathematical approach to determine optimum
geometric relationships. J. Bone Joint Surg. Am. 61, 639–652 (1979).
34. Komiyama, K. et al. Does high hip centre aect dislocation aer total hip arthroplasty for developmental dysplasia of the hip?. Int.
Orthop. 43, 2057–2063 (2019).
35. Chen, C. et al. Csr-net: Cross-scale residual network for multi-objective scaphoid fracture segmentation. Comput. Biol. Med. 137,
104776 (2021).
36. Chen, C. et al. eoretical evaluation of microwave ablation applied on muscle, fat and bone: A numerical study. Appl. Sci. 11,
8271 (2021).
37. Mulford, K. L. et al. A deep learning tool for automated landmark annotation on hip and pelvis radiographs. J. Arthroplasty 38,
2024–2031 (2023).
38. Tanino, H. CORR Insights®: e eect of postural pelvic dynamics on the three-dimensional orientation of the acetabular cup in
THA is patient specic. Clin. Orthop. Relat. Res. 479, 572–574 (2021).
Acknowledgements
We thank Navbit Pty Ltd. for providing pictures of the INS and table tilt method. e author has all rights to the
pictures used in this study.
Author contributions
H.T. participated in the study design, draing of the manuscript, and data collection. R.M. participated in data
collection and draing of the manuscript. H.I. participated in data collection and draing of the manuscript.
All authors read and approved the manuscript.
Competing interests
e authors declare no competing interests.
Additional information
Correspondence and requests for materials should be addressed to H.T.
Reprints and permissions information is available at www.nature.com/reprints.
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and
institutional aliations.
Open Access is article is licensed under a Creative Commons Attribution 4.0 International
License, which permits use, sharing, adaptation, distribution and reproduction in any medium or
format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the
Creative Commons licence, and indicate if changes were made. e images or other third party material in this
article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the
material. If material is not included in the article’s Creative Commons licence and your intended use is not
permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from
the copyright holder. To view a copy of this licence, visit http:// creat iveco mmons. org/ licen ses/ by/4. 0/.
© e Author(s) 2024
Content courtesy of Springer Nature, terms of use apply. Rights reserved
1.
2.
3.
4.
5.
6.
Terms and Conditions
Springer Nature journal content, brought to you courtesy of Springer Nature Customer Service Center GmbH (“Springer Nature”).
Springer Nature supports a reasonable amount of sharing of research papers by authors, subscribers and authorised users (“Users”), for small-
scale personal, non-commercial use provided that all copyright, trade and service marks and other proprietary notices are maintained. By
accessing, sharing, receiving or otherwise using the Springer Nature journal content you agree to these terms of use (“Terms”). For these
purposes, Springer Nature considers academic use (by researchers and students) to be non-commercial.
These Terms are supplementary and will apply in addition to any applicable website terms and conditions, a relevant site licence or a personal
subscription. These Terms will prevail over any conflict or ambiguity with regards to the relevant terms, a site licence or a personal subscription
(to the extent of the conflict or ambiguity only). For Creative Commons-licensed articles, the terms of the Creative Commons license used will
apply.
We collect and use personal data to provide access to the Springer Nature journal content. We may also use these personal data internally within
ResearchGate and Springer Nature and as agreed share it, in an anonymised way, for purposes of tracking, analysis and reporting. We will not
otherwise disclose your personal data outside the ResearchGate or the Springer Nature group of companies unless we have your permission as
detailed in the Privacy Policy.
While Users may use the Springer Nature journal content for small scale, personal non-commercial use, it is important to note that Users may
not:
use such content for the purpose of providing other users with access on a regular or large scale basis or as a means to circumvent access
control;
use such content where to do so would be considered a criminal or statutory offence in any jurisdiction, or gives rise to civil liability, or is
otherwise unlawful;
falsely or misleadingly imply or suggest endorsement, approval , sponsorship, or association unless explicitly agreed to by Springer Nature in
writing;
use bots or other automated methods to access the content or redirect messages
override any security feature or exclusionary protocol; or
share the content in order to create substitute for Springer Nature products or services or a systematic database of Springer Nature journal
content.
In line with the restriction against commercial use, Springer Nature does not permit the creation of a product or service that creates revenue,
royalties, rent or income from our content or its inclusion as part of a paid for service or for other commercial gain. Springer Nature journal
content cannot be used for inter-library loans and librarians may not upload Springer Nature journal content on a large scale into their, or any
other, institutional repository.
These terms of use are reviewed regularly and may be amended at any time. Springer Nature is not obligated to publish any information or
content on this website and may remove it or features or functionality at our sole discretion, at any time with or without notice. Springer Nature
may revoke this licence to you at any time and remove access to any copies of the Springer Nature journal content which have been saved.
To the fullest extent permitted by law, Springer Nature makes no warranties, representations or guarantees to Users, either express or implied
with respect to the Springer nature journal content and all parties disclaim and waive any implied warranties or warranties imposed by law,
including merchantability or fitness for any particular purpose.
Please note that these rights do not automatically extend to content, data or other material published by Springer Nature that may be licensed
from third parties.
If you would like to use or distribute our Springer Nature journal content to a wider audience or on a regular basis or in any other manner not
expressly permitted by these Terms, please contact Springer Nature at
onlineservice@springernature.com
... Second, cup placement accuracy is high in the supine position. However, in the lateral position, it was di cult to create an accurate pelvic reference plane, resulting in poor accuracy [11,12]. To solve these problems, in this study, we developed a new registration method that does not require touching the ASISs and adopted a ip technique in which registration is performed in the supine position and followed by the lateral decubitus position. ...
... However, if the pelvis is misaligned in the lateral decubitus position before registration, accurate FPP and body axis cannot be set. Tanino et al. reported absolute measurement errors with the NAVBIT in the lateral position were 2.8° ± 2.6° for cup inclination and 3.9° ± 2.9° for cup anteversion [12]. These results show that the accuracy of the cup inclination angle is good, but the accuracy of the cup anteversion angle is inferior to our results using the ip technique. ...
Preprint
Full-text available
Background Navigation systems, including portable navigation systems, used for total hip arthroplasty (THA) are useful for achieving higher cup alignment accuracy. NAVBIT, a newly available portable navigation system, uses a unique registration method, the table tilt registration. This retrospective study aimed to investigate whether THA with a portable navigation system in the lateral position with the flip technique is more accurate than THA with a cup alignment guide in the supine or lateral positions. Methods This retrospective study included 136 consecutive patients (105 women, 31 men; mean age, 66.4 years) who underwent primary cementless THA via an anterolateral approach. The accuracy of cup orientation was compared among the three registration methods using postoperative CT. Results The absolute value of the difference in cup inclination with the NAVBIT (2.6° ± 2.2°) was comparable to that with the cup alignment guide in the supine position (3.5° ± 2.5°) and smaller than that with the cup alignment guide in the lateral decubitus position (3.9° ± 2.7°). The absolute values of the difference in cup anteversion with the NAVBIT (2.2° ± 1.6°) were smaller than that with the cup alignment guide in the supine (3.7° ± 1.9°) and lateral decubitus positions (4.5° ± 3.4°). Eighty-one percent, 63.4%, and 48.8% were within 5° of the target angles in the navigation, supine alignment guide, and lateral alignment guide groups, respectively. Conclusions The accuracy of cup alignment with the portable navigation system using the flip technique was significantly higher than that with the cup alignment guide in the supine and lateral decubitus positions.
... Second, cup placement accuracy is high in the supine position. However, in the lateral position, it was di cult to create an accurate pelvic reference plane, resulting in poor accuracy 11,12 . To solve these problems, in this study, we developed a new registration method that does not require touching the ASISs and adopted a ip technique in which registration is performed in the supine position and followed by the lateral decubitus position. ...
Preprint
Full-text available
Navigation systems, including portable navigation systems, used for total hip arthroplasty (THA) are useful for achieving higher cup alignment accuracy. NAVBIT, a newly available portable navigation system, uses a unique registration method, the table tilt registration. However, its accuracy is unclear. This retrospective study aimed to investigate whether THA with a portable navigation system in the lateral position with the flip technique is more accurate than THA with a cup goniometer in the supine or lateral positions. This study included 96 consecutive patients (77 women, 19 men). The accuracy of cup orientation was compared among the three groups. The absolute values of the difference in cup inclination and anteversion with the NAVBIT (2.1 ± 1.7°, 2.0 ± 1.4°) were smaller than that with the cup goniometer in the supine (3.4 ± 2.4°, 3.4 ± 2.2°) and lateral decubitus positions (3.4 ± 2.5°, 5.0 ± 3.5°). Ninety-one percent, 64.5%, and 56.3% were within 5° of the target angle in the navigation, supine goniometer, and lateral goniometer groups, respectively. The accuracy of cup alignment with the portable navigation system using the flip technique was significantly higher than that with the cup goniometer in the supine and lateral decubitus positions.
Article
Full-text available
Background: Navigation in total hip arthroplasty has been shown to improve acetabular positioning and can decrease the incidence of mal-positioned acetabular components. This study aimed to assess two surgical guidance systems by comparing intra-operative measurements of acetabular component inclination and anteversion with a post-operative CT scan. Methods: We prospectively collected intra-operative navigation data from 102 hips receiving conventional THA or hip resurfacing arthroplasty through either a direct anterior or posterior approach. Two guidance systems were used simultaneously: an inertial navigation system (INS) and an optical navigation system (ONS). Acetabular component anteversion and inclination were measured on a post-operative CT. Results: The average age of the patients was 64 years (range: 24-92) and the average BMI was 27 kg/m2 (range 19-38). 52% had hip surgery through an anterior approach. 98% of the INS measurements and 88% of the ONS measurements were within 10° of the CT measurements. The mean (and standard deviation) of the absolute difference between the postoperative CT and the intra-operative measurements for inclination and anteversion were 3.0° (2.8) and 4.5° (3.2) respectively for the ONS, along with 2.1° (2.3) and 2.4° (2.1) respectively for the INS. There was a significantly lower mean absolute difference to CT for the INS when compared to ONS in both anteversions (p < 0.001) and inclination (p = 0.02). Conclusions: We found that both inertial and optical navigation systems allowed for adequate acetabular positioning as measured on postoperative CT, and thus provide reliable intraoperative feedback for optimal acetabular component placement. Level of evidence: Therapeutic Level II.
Article
Full-text available
Introduction No studies have compared the accuracy of acetabular cup placement in total hip arthroplasty (THA) in the supine and lateral decubitus positions using the same portable navigation system. Thus, this study aimed to compare the accuracy of acetabular cup placement using a new accelerometer-based portable navigation system combined with an infrared stereo camera and inertial measurement unit between the supine and lateral decubitus positions. Materials and methods This retrospective study compared 45 THAs performed in the supine position (supine group) and 44 THAs performed in the lateral decubitus position (lateral group) using the same portable navigation system. The primary outcome was the absolute errors of cup placement angles, defined as the absolute values of the differences between cup radiographic inclination and anteversion angles displayed on the navigation system and those measured on postoperative computed tomography images. Results No significant difference in the median absolute error of the cup inclination angle (supine group 1.7° [interquartile range 0.8°–3.1°] vs. lateral group 2.1° [interquartile range 1.0°–3.7°]; p = 0.07) was found between the two groups. Similarly, no significant difference in the median absolute error of the anteversion angle (supine group 1.9° [interquartile range 0.8°–3.4°] vs. lateral group 2.1° [interquartile range 0.9°–3.1°]; p = 0.42) was found. Conclusion This new accelerometer-based portable navigation system may provide high accuracy of the cup placement in THA in the lateral decubitus and supine positions.
Article
Full-text available
(1) Background: Microwave ablation (MWA) is a common tumor ablation surgery. Because of the high temperature of the ablation antenna, it is strongly destructive to surrounding vital tissues, resulting in high professional requirements for clinicians. The method used to carry out temperature observation and damage prediction in MWA is significant; (2) Methods: This work employs numerical study to explore temperature distribution of typical tissues in MWA. Firstly, clinical MWA based on isolated biological tissue is implemented. Then, the Pennes models and microwave radiation physics are established based on experimental parameters and existing related research. Initial values and boundary conditions are adjusted to better meet the real clinical materials and experimental conditions. Finally, clinical MWA data test this model. On the premise that the model is matched with clinical MWA, fat and bone are deduced for further heat transfer analysis. (3) Results: Numerical study obtains the temperature distribution of biological tissue in MWA. It observes the heat transfer law of ablation antenna in biological tissue. Additionally, combined with temperature threshold, it generates thermal damage of biological tissues and predicts the possible risks in MWA; (4) Conclusions: This work proposes a numerical study of typical biological tissues. It provides a new theoretical basis for clinically thermal ablation surgery.
Article
Background: Portable hip navigation systems have been developed to combine the accuracy of cup positioning by large console navigation systems with the ease of use and convenience of conventional surgical techniques. Although a novel augmented reality-based portable hip navigation system using a smartphone (AR navigation) has become available recently, no studies, to our knowledge, have compared commercially available AR navigation with the conventional technique. Additionally, no studies, except for those from designer-surgeon series, have demonstrated the results of AR navigation. Questions/purposes: (1) Does intraoperative use of commercially available AR navigation improve cup positioning compared with the conventional technique? (2) Are operative factors, clinical scores, and postoperative course different between the two groups? Methods: In this randomized trial, 72 patients undergoing THA were randomly assigned to undergo either commercially available AR navigation or a conventional technique for cup placement. All patients received the same cementless acetabular cups through a posterior approach in the lateral decubitus position. The primary outcome of the present study was cup positioning, including the absolute differences between the intended target and angle achieved, as well as the number of cups inside the Lewinnek safe zone. Our target cup position was 40° abduction and 20° anteversion. Secondary outcomes were operative factors, between-group difference in improvement in the Hip Disability and Osteoarthritis Outcome Score (HOOS), and the postoperative course, including the operative time (between the start of the surgical approach and skin closure), procedure time (between the first incision and skin closure, including the time to insert pins, registration, and transfer and redrape patients in the navigation group), time taken to insert pins and complete registration in the navigation group, intraoperative and postoperative complications, and reoperations. The minimum follow-up period was 6 months, because data regarding the primary outcome-cup positioning-were collected within 1 week after surgery. The between-group difference in improvement in HOOS, which was the secondary outcome, was much lower than the minimum clinically important difference for the HOOS. No patients in either group were lost to follow-up, and there was no crossover (the randomized treatment was performed in all patients, so there was no difference between an intention-to-treat and a per-protocol analysis). Results: The use of the commercially available AR navigation slightly improved cup positioning compared with the conventional technique in terms of the absolute difference between the desired and achieved amounts of cup abduction and anteversion (which we defined as "absolute differences"; median 1° [IQR 0° to 4.0°] versus median 5° [IQR 3.0° to 7.5°], difference of medians 4°; p < 0.001 and median 2° [IQR 1.9° to 3.7°] versus median 5° [IQR 3.2° to 9.7°], difference of medians 2°; p = 0.001). A higher proportion of cups were placed inside the Lewinnek safe zone in the navigation group than in the control group (94% [34 of 36] compared with 64% [23 of 36]; p < 0.001). Median operative times were not different between the two groups (58 minutes [IQR 49 to 72 minutes] versus 57 minutes [IQR 49 to 69 minutes], difference of medians 1 minute; p = 0.99). The median procedure time was longer in the navigation group (95 minutes [IQR 84 to 109 minutes] versus 57 minutes [IQR 49 to 69 minutes], difference of medians 38 minutes; p < 0.001). There were no differences between the two groups in improvement in HOOS (27 ± 17 versus 28 ± 19, mean difference -1 [95% CI -9.5 to 7.4]; p = 0.81). In the navigation group, no complications occurred in the pin sites; however, one anterior dislocation occurred. In the conventional group, one hip underwent reoperation because of a deep infection. Conclusion: Although the use of commercially available AR navigation improved cup positioning in THA, the improvement in clinical scores and postoperative complication rates were not different between the two groups, and the overall magnitude of the difference in accuracy was small. Future studies will need to determine whether the improvement in the percentage of hips inside the Lewinnek safe zone results in differences in late dislocation or polyethylene wear, and whether such benefits-if any-justify the added costs and surgical time. Until or unless more compelling evidence in favor of the new system emerges, we recommend against widespread use of the system in clinical practice. Level of evidence: Level Ⅱ, therapeutic study.
Article
Background: Automatic methods for labeling and segmenting pelvis structures can improve the efficiency of clinical and research workflows and reduce the variability introduced with manual labeling. The purpose of this study was to develop a single deep learning model to annotate certain anatomical structures and landmarks on antero-posterior (AP) pelvis radiographs. Methods: A total of 1,100 AP pelvis radiographs were manually annotated by three reviewers. These images included a mix of preoperative and postoperative images as well as a mix of AP pelvis and hip images. A convolutional neural network was trained to segment twenty-two different structures (7 points, 6 lines, and 9 shapes). Dice score, which measures overlap between model output and ground truth, was calculated for the shapes and lines structures, and euclidean distance (mean squared error) was calculated for point structures. Results: Dice score averaged across all images in the test set was 0.88 and 0.80 for the shape and line structures, respectively. For the seven-point structures, average distance between real and automated annotations ranged from 1.9 to 5.6 mm, with all averages falling below 3.1 mm except for the structure labeling the center of the sacrococcygeal junction, where performance was low for both human and machine produced labels. Blinded qualitative evaluation of human and machine produced segmentations did not reveal any drastic decrease in performance of the automatic method. Conclusion: We present a deep learning model for automated annotation of pelvis radiographs that flexibly handles a variety of views, contrasts, and operative statuses for twenty-two structures and landmarks.
Article
Background: Previous studies reported good outcomes of acetabular cup placement using portable navigation systems during THA. However, we are aware of no prospective studies comparing inexpensive portable navigation systems using augmented reality (AR) technology with accelerometer-based portable navigation systems in THA. Questions/purposes: (1) Is the placement accuracy of the acetabular cup using the AR-based portable navigation system superior to that of an accelerometer-based portable navigation system? (2) Do the frequencies of surgical complications differ between the two groups? Methods: We conducted a prospective, two-arm, parallel-group, randomized controlled trial involving patients scheduled for unilateral THA. Between August and December 2021, we treated 148 patients who had a diagnosis of osteoarthritis, idiopathic osteonecrosis, rheumatoid arthritis, or femoral neck fracture and were scheduled to undergo unilateral primary THA. Of these patients, 100% (148) were eligible, 90% (133) were approached for inclusion in the study, and 85% (126) were finally randomized into either the AR group (62 patients) or the accelerometer group (64 patients). An intention-to-treat analysis was performed, and there was no crossover between groups and no dropouts; all patients in both groups were included in the analysis. There were no differences in any key covariates, including age, sex, and BMI, between the two groups. All THAs were performed via the modified Watson-Jones approach with the patient in the lateral decubitus position. The primary outcome was the absolute difference between the cup placement angle displayed on the screen of the navigation system and that measured on postoperative radiographs. The secondary outcome was intraoperative or postoperative complications recorded during the study period for the two portable navigation systems. Results: There were no differences between the AR and accelerometer groups in terms of the mean absolute difference in radiographic inclination angle (3° ± 2° versus 3° ± 2° [95% CI -1.2° to 0.3°]; p = 0.22). The mean absolute difference in radiographic anteversion angle displayed on the navigation screen during surgery compared with that measured on postoperative radiographs was smaller in the AR group than that in the accelerometer group (2° ± 2° versus 5° ± 4° [95% CI -4.2° to -2.0°]; p < 0.001). There were few complications in either group. In the AR group, there was one patient each with a surgical site infection, intraoperative fracture, distal deep vein thrombosis, and intraoperative pin loosening; in the accelerometer group, there was one patient each with an intraoperative fracture and intraoperative loosening of pins. Conclusion: Although the AR-based portable navigation system demonstrated slight improvements in radiographic anteversion of cup placement compared with the accelerometer-based portable navigation system in THA, whether those small differences will prove clinically important is unknown. Until or unless future studies demonstrate clinical advantages that patients can perceive that are associated with such small radiographic differences, because of the costs and the unquantified risks associated with novel devices, we recommend against the widespread use of these systems in clinical practice. Level of evidence: Level I, therapeutic study.
Article
Purpose: This prospective randomized controlled study examined whether accelerometer-based navigation resulted in more accurate or precise cup orientation than a conventional mechanical guide. We used a simulation to evaluate how cup orientation affected potential hip range of motion (RoM) and freedom from prosthetic impingement. Methods: Sixty hips were randomly allocated 1:1 to accelerometer-based portable navigation or conventional guidance. Procedures were performed through a standard posterolateral approach and combined anteversion technique. Cup inclination, cup anteversion, and stem anteversion were measured using computed tomography (CT). Using CT-based simulation, we evaluated impingement-free potential RoM and the proportion of hips with potential RoM required for daily activities. Results: Absolute cup inclination and anteversion error averaged 4.3° ± 3.2° and 4.4° ± 2.9° for the navigation cohort and 5.6° ± 3.7° and 5.7° ± 4.2° for the conventional cohort, with no significant differences. Navigation resulted in significantly less variation in anteversion error than the conventional guide (p = .0049). Flexion, internal rotation (IR) at 90° of flexion, extension, and external rotation (ER) averaged 123° ± 12°, 46° ± 13°, 50° ± 10°, and 73° ± 23°, respectively, in the navigation cohort and 127° ± 10°, 52° ± 14°, 45° ± 10°, and 63° ± 12°, respectively, in the conventional cohort (p = .15, .15, .03, and .03, respectively). Flexion > 110°, IR > 30° at 90° of flexion, extension > 30°, and ER > 30° were achieved by 93%, 90%, 100%, and 100% of hips, respectively, in the navigation cohort and 97%, 93%, 97%, and 100% of hips, respectively, in the conventional cohort, with no significant differences. Conclusions: Cup anteversion with the navigation system was more precise, but not more accurate, than with the conventional guide. The navigation cohort exhibited greater potential extension and ER than the conventional cohort, but no significant difference in impingement within the potential RoM required for daily activities. Trial registration number: 29036. Date of registration: November 14, 2017.
Article
Background: Incorrect acetabular component positioning in total hip arthroplasty (THA) has been associated with poor outcomes. Computer-assisted hip arthroplasty increases accuracy and consistency of cup positioning compared to conventional methods. Traditional navigation units have been associated with problems such as bulkiness of equipment and reproducibility of anatomical landmarks, particularly in obese patients or the lateral position. Purpose: We sought to evaluate the accuracy of a novel miniature inertial measurement system, the Navbit Sprint navigation device (Navbit, Sydney, Australia), to navigate acetabular component positioning in both the supine and lateral decubitus positions. We also aimed to validate a new method of patient registration that does not require acquisition of anatomical landmarks for navigation. Methods: We performed THA in a cadaveric study in supine and lateral positions using Navbit navigation to record cup position and compared mean scores from 3 Navbit devices for each cup position on post-implantation CT scans. Results: A total of 11 cups (5 supine and 6 lateral) were available for comparison. A difference of 2.34° in the supine direct anterior approach when assessing acetabular version was deemed to be statistically but not clinically significant. There was no statistically significant difference between CT and navigation measurements of cup position in the lateral position. Conclusion: This cadaveric study suggests that a novel inertial-based navigation tool is accurate for cup positioning in THA in the supine and lateral positions. Furthermore, it validates a novel registration method that does not require the identification of anatomical landmarks.
Article
The scaphoid is located in the carpals. Owing to the body structure and location of the scaphoid, scaphoid fractures are common and it is difficult to heal. Three-dimensional reconstruction of scaphoid fracture can accurately display the fracture surface and provide important support for the surgical plan involving screw placement. To achieve this goal, in this study, the cross-scale residual network (CSR-Net) is proposed for scaphoid fracture segmentation. In the CSR-Net, the features of different layers are used to achieve fusion through cross-scale residual connection, which realizes scale and channel conversions between the features of different layers. It can establish close connections between different scale features. The structures of the output layer and channel are designed to establish the CSR-Net as a multi-objective architecture, which can realize scaphoid fracture and hand bone segmentations synchronously. In this study, 65 computed tomography images of scaphoid fracture are tested. Quantitative metrics are used for assessment, and the results obtained show that the CSR-Net achieves higher performance in hand bone and scaphoid fracture segmentations. In the visually detailed display, the fracture surface is clearer and more intuitive than those obtained from other methods. Therefore, the CSR-Net can achieve accurate and rapid scaphoid fracture segmentation. Its multi-objective design provides not only an accurate digital model, but also a prerequisite for navigation in the hand bone.