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Spinal injury in a 49-year-old man with quadriplegia after facial and transcervical gunshot wounds. (a) Axial image from CT angiography shows a comminuted fracture of the C5 spinous process (arrowhead) with bone fragments displaced into the spinal canal (arrow). No metallic ballistic fragments are seen. (b) Sagittal short τ inversion-recovery MR image shows spinal cord enlargement and abnormal increased signal intensity spanning C1-2 through C5 (arrowhead), findings consistent with contusion. 

Spinal injury in a 49-year-old man with quadriplegia after facial and transcervical gunshot wounds. (a) Axial image from CT angiography shows a comminuted fracture of the C5 spinous process (arrowhead) with bone fragments displaced into the spinal canal (arrow). No metallic ballistic fragments are seen. (b) Sagittal short τ inversion-recovery MR image shows spinal cord enlargement and abnormal increased signal intensity spanning C1-2 through C5 (arrowhead), findings consistent with contusion. 

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... First, different models must be developed for each existing imaging modality. Second, the diversity of objects causing penetrating injuries, coupled with the multitude of potential locations on the body that an object can penetrate, require large, standardized datasets to train a potential model [43]. Furthermore, some penetrating objects may splinter within the body or may induce bone fragments, which can have varied trajectories as secondary projectiles [43]. ...
... Second, the diversity of objects causing penetrating injuries, coupled with the multitude of potential locations on the body that an object can penetrate, require large, standardized datasets to train a potential model [43]. Furthermore, some penetrating objects may splinter within the body or may induce bone fragments, which can have varied trajectories as secondary projectiles [43]. Other challenges involve cases where penetrating objects have left the body. ...
... Other challenges involve cases where penetrating objects have left the body. Thus, it is difficult for AI models to ascertain the penetrating object's tract within the body and the subsequently injured tissues [43]. However, even if not directly involved in the identification of the object's track or injured tissues, AI models still have the potential to augment such clinical workflows through image enhancement or reconstruction. ...
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... Evidence of the presence of prevertebral air on cervical or thoracic radiography, profile incidence, or the extravasation of a contrast agent may confirm a suspicion of digestive perforation with sensitivity ranging from 48 to 100%, with inferior results for the hypopharynx [16][17][18]. In our study, the use of cervical or chest radiographs had a sensitivity and specificity in the range of 58-75%, with data being consistent with existing studies. ...
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... [14] With 100% sensitivity, CTA assists in revealing the injuries and localizing the source of bleeding through direct and indirect signs, as described in further sections of this article [ Table 2]. [14][15][16] ...
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... Some authors thought that there is a weak correlation between the location of the external wound and the lesions of the internal structures [27]. These factors challenged the whole basis of the traditional zonal approach, according to which the majority of vital structures are located in the anterior triangle of the neck [28]. We adopted the non-zonal or selective approach to penetrating neck stab wounds, where the entire neck was assessed as a single entity. ...
... 5,6,11 En la exploración física se puede observar equimosis, hematoma, edema, heridas cervicales, dolor y crepitación a la palpación, aplanamiento de la prominencia laríngea, desviación de la laringe, alteraciones en la movilidad cordal y enfisema subcutáneo. [7][8][9][10]12 Diagnóstico El diagnóstico se basa en la historia clínica y debe incluir el mecanismo de lesión, 13 es importante recal-car que dada la baja incidencia de este tipo de lesiones se requiere de un alto nivel de sospecha. 6 Una vez que la vía aérea ha sido estabilizada como parte de los protocolos de manejo del paciente traumatizado (ATLS), 5 el siguiente paso es la toma de una radiografía de tórax y cuello, que nos puede mostrar la presencia de neumotórax, neumomediastino, enfisema subcutáneo o desviación traqueal. ...
... La tomografía computarizada de tórax y cuello está indicada en los pacientes estables y puede diagnosticar la mayoría de las fracturas y dislocaciones, además del daño a estructuras asociadas, siendo el esófago el sitio más común; asimismo permite realizar reconstrucción multiplanar en 2D y reconstrucción 3D. [13][14][15] También está indicada la angiotomografía si se sospecha de daño vascular, la carótida es el vaso que con más frecuencia se lesiona. ...
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