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Algorithm for management of ventral hernia in obese. Abbreviations: IPOM = intraperitoneal onlay meshplasty, AWR- abdominal wall reconstruction, RS = Rives-Stoppa

Algorithm for management of ventral hernia in obese. Abbreviations: IPOM = intraperitoneal onlay meshplasty, AWR- abdominal wall reconstruction, RS = Rives-Stoppa

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Introduction Management of ventral hernia in obese is a complex problem. The methods of weight loss, alternatives if the patient cannot undergo bariatric surgery, timing, and type of hernia surgery lacks clarity and are dependent on resources and expertise. There is a need for algorithms based on local population and expertise. In this paper, we pr...

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... Several studies have reported the use of machine learning for abdominal wall surgery [8][9][10][11][12][13][14][15][16][17][18][19][20][21]. This systematic review aims to evaluate the use of machine learning and artificial intelligence in hernia surgery. ...
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Introduction This systematic review aims to evaluate the use of machine learning and artificial intelligence in hernia surgery. Methods The PRISMA guidelines were followed throughout this systematic review. The ROBINS—I and Rob 2 tools were used to perform qualitative assessment of all studies included in this review. Recommendations were then summarized for the following pre-defined key items: protocol, research question, search strategy, study eligibility, data extraction, study design, risk of bias, publication bias, and statistical analysis. Results A total of 13 articles were ultimately included for this review, describing the use of machine learning and deep learning for hernia surgery. All studies were published from 2020 to 2023. Articles varied regarding the population studied, type of machine learning or Deep Learning Model (DLM) used, and hernia type. Of the thirteen included studies, all included either inguinal, ventral, or incisional hernias. Four studies evaluated recognition of surgical steps during inguinal hernia repair videos. Two studies predicted outcomes using image-based DMLs. Seven studies developed and validated deep learning algorithms to predict outcomes and identify factors associated with postoperative complications. Conclusion The use of ML for abdominal wall reconstruction has been shown to be a promising tool for predicting outcomes and identifying factors that could lead to postoperative complications.
... However, this study did not factor in the BMI of patients, it only factored in the size of the defect [60]. Baig et al. [61] published their work on patients with a BMI of 30 kg/m 2 . The study factored in the BMI and the size of the defect accordingly. ...
... Algorithm for the selection of procedures for VH based on hernia defect size (Table 2) Dr. Igor Belyansky invented and popularized new techniques and nomenclatures including Extended Totally Extraperitoneal Rives-Stoppa (eTEP-RS) and Extended Totally Extraperitoneal Transversus Abdominis Release (eTEP-TAR), which involved posterior component separation with limited access. Baig et al. [61] and Baig et al. [64] developed an algorithm based on the data from the literature and attempted to include these treatments into their hernia surgery. Hernia width was a key factor in their procedure selection [61,64]. ...
... Baig et al. [61] and Baig et al. [64] developed an algorithm based on the data from the literature and attempted to include these treatments into their hernia surgery. Hernia width was a key factor in their procedure selection [61,64]. ...
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Purpose While research on inguinal hernias is well-documented, ventral/incisional hernias still require investigation. In India, opinions on laparoscopic ventral hernia repair (LVHR) techniques are contested. The current consensus aims to standardize LVHR practice and identify gaps and unfulfilled demands that compromise patient safety and therapeutic outcomes. Methods Using the modified Delphi technique, panel of 14 experts (general surgeons) came to a consensus. Two rounds of consensus were conducted online. An advisory board meeting was held for the third round, wherein survey results were discussed and the final statements were decided with supporting clinical evidence. Results Experts recommended intraperitoneal onlay mesh (IPOM) plus/trans-abdominal retromuscular/extended totally extraperitoneal/mini- or less-open sublay operation/transabdominal preperitoneal/trans-abdominal partial extra-peritoneal/subcutaneous onlay laparoscopic approach/laparoscopic intracorporeal rectus aponeuroplasty as valid minimal access surgery (MAS) options for ventral hernia (VH). Intraperitoneal repair technique is the preferred MAS procedure for primary umbilical hernia < 4 cm without diastasis; incisional hernia in the presence of a vertical single midline incision; symptomatic hernia, BMI > 40 kg/m², and defect up to 4 cm; and for MAS VH surgery with grade 3/4 American Society of Anaesthesiologists. IPOM plus is the preferred MAS procedure for midline incisional hernia of width < 4 cm in patients with a previous laparotomy. Extraperitoneal repair technique is the preferred MAS procedure for L3 hernia < 4 cm; midline hernias < 4 cm with diastasis; and M5 hernia. Conclusion The consensus statements will help standardize LVHR practices, improve decision-making, and provide guidance on MAS in VHR in the Indian scenario.
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The review is devoted to the treatment of ventral hernias in patients with morbid obesity. This issue is important due to significant number of such patients and no unambiguous clinical recommendations. The advantages of simultaneous surgery (with bariatric intervention) are obvious, i.e. lower risk of postoperative hernia incarceration and no need for re-hospitalization with another intervention. High risk of bariatric population makes it necessary to minimize surgery time and surgical trauma. A staged approach with reducing body weight surgically or conservatively before hernia repair is often chosen. Hernia repair should be performed using laparoscopic or robotic techniques with obligatory use of mesh implants. Panniculectomy or abdominoplasty as the main surgery is a valid option. Currently, it is necessary to develop clear criteria for selecting patients with morbid obesity for staged and simultaneous treatment of ventral hernias.
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