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1.
Ann Surg Oncol ; 31(6): 3957-3958, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38451390

RESUMO

BACKGROUND: Total sacrectomy is a technically demanding surgery with substantial risks, including high morbidity and mortality due to the likelihood of exsanguination.1-3 Despite the evolution of surgical techniques,4,5 the incidence of postoperative complications remains significant.1 This study presents a systematic approach to total sacrectomy, with a particular focus on a modified technique for isolating the iliac vessels, aimed at effective management of complex sacrococcygeal masses and the reduction of operative complications. PATIENTS AND METHODS: Employing our approach, a 45-year-old male patient presenting with a sacrococcygeal mass involving the lower S1 bone and sacroiliac joint underwent total sacrectomy. A meticulous preoperative workup, including magnetic resonance imaging (MRI), was followed by precise surgical steps: sigmoid colon and rectal mobilization, isolation of the iliac vessels,2,6 lumbosacral nerve trunk preservation, and strategic anterior and posterior osteotomies. The procedure concluded with reconstruction using mesorectal fat and bilateral gluteus maximus flaps.5-7 RESULTS: The patient's operation was conducted successfully without any perioperative complications, culminating in a chordoma resection with clear margins. Postoperative recovery was swift, allowing for discharge on the seventh day. CONCLUSIONS: The application of our systematic sacrectomy method, with particular emphasis on the isolation of the external iliac veins, significantly minimized intraoperative bleeding risks and other perioperative complications. Our technique offers a reproducible and effective strategy for the surgical management of sacrococcygeal masses.


Assuntos
Sacro , Humanos , Masculino , Pessoa de Meia-Idade , Sacro/cirurgia , Neoplasias da Coluna Vertebral/cirurgia , Cordoma/cirurgia , Cordoma/patologia , Prognóstico , Imageamento por Ressonância Magnética
3.
Heliyon ; 10(3): e25210, 2024 Feb 15.
Artigo em Inglês | MEDLINE | ID: mdl-38327394

RESUMO

Background: Bile duct injuries during laparoscopic cholecystectomy can arise from misinterpretation of biliary anatomy, leading to dissection in improper areas. The integration of a deep learning framework into laparoscopic procedures offers the potential for real-time anatomical landmark recognition, ensuring accurate dissection. The objective of this study is to develop a deep learning framework that can precisely identify anatomical landmarks, including Rouviere's sulcus and the liver base of segment IV, and provide a guided dissection line during laparoscopic cholecystectomy. Methods: We retrospectively collected 40 laparoscopic cholecystectomy videos and extracted 80 images form each video to establish the dataset. Three surgeons annotated the bounding boxes of anatomical landmarks on a total of 3200 images. The YOLOv7 model was trained to detect Rouviere's sulcus and the liver base of segment IV as anatomical landmarks. Additionally, the guided dissection line was generated between these two landmarks by the proposed algorithm. To evaluate the performance of the detection model, mean average precision (mAP), precision, and recall were calculated. Furthermore, the accuracy of the guided dissection line was evaluated by three surgeons. The performance of the detection model was compared to the scaled-YOLOv4 and YOLOv5 models. Finally, the proposed framework was deployed in the operating room for real-time detection and visualization. Results: The overall performance of the YOLOv7 model on validation set and testing set were 98.1 % and 91.3 %, respectively. Surgeons accepted the visualization of guide dissection line with a rate of 95.71 %. In the operating room, the well-trained model accurately identified the anatomical landmarks and generated the guided dissection line in real-time. Conclusions: The proposed framework effectively identifies anatomical landmarks and generates a guided dissection line in real-time during laparoscopic cholecystectomy. This research underscores the potential of using deep learning models as computer-assisted tools in surgery, providing an assistant tool to accommodate with surgeons.

4.
Surg Endosc ; 37(9): 7295-7304, 2023 09.
Artigo em Inglês | MEDLINE | ID: mdl-37558826

RESUMO

BACKGROUND: Direct optical trocar insertion is a common procedure in laparoscopic minimally invasive surgery. However, misinterpretations of the abdominal wall anatomy can lead to severe complications. Artificial intelligence has shown promise in surgical endoscopy, particularly in the employment of deep learning models for anatomical landmark identification. This study aimed to integrate a deep learning model with an alarm system algorithm for the precise detection of abdominal wall layers during trocar placement. METHOD: Annotated bounding boxes and assigned classes were based on the six layers of the abdominal wall: subcutaneous, anterior rectus sheath, rectus muscle, posterior rectus sheath, peritoneum, and abdominal cavity. The cutting-edge YOLOv8 model was combined with a deep learning detector to train the dataset. The model was trained on still images and inferenced on laparoscopic videos to ensure real-time detection in the operating room. The alarm system was activated upon recognizing the peritoneum and abdominal cavity layers. We assessed the model's performance using mean average precision (mAP), precision, and recall metrics. RESULTS: A total of 3600 images were captured from 89 laparoscopic video cases. The proposed model was trained on 3000 images, validated with a set of 200 images, and tested on a separate set of 400 images. The results from the test set were 95.8% mAP, 89.8% precision, and 91.7% recall. The alarm system was validated and accepted by experienced surgeons at our institute. CONCLUSION: We demonstrated that deep learning has the potential to assist surgeons during direct optical trocar insertion. During trocar insertion, the proposed model promptly detects precise landmark references in real-time. The integration of this model with the alarm system enables timely reminders for surgeons to tilt the scope accordingly. Consequently, the implementation of the framework provides the potential to mitigate complications associated with direct optical trocar placement, thereby enhancing surgical safety and outcomes.


Assuntos
Aprendizado Profundo , Laparoscopia , Humanos , Inteligência Artificial , Laparoscopia/efeitos adversos , Laparoscopia/métodos , Peritônio , Instrumentos Cirúrgicos , Procedimentos Cirúrgicos Minimamente Invasivos
5.
Ann Med Surg (Lond) ; 85(6): 3245-3250, 2023 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-37363533

RESUMO

Modified fundus-down cholecystectomy is a surgical procedure used to treat patients diagnosed with benign gallbladder disease. This technique begins with Calot's triangle dissection and attempts to identify key structures such as the cystic artery and duct. Subsequently, fundus-down dissection is performed to separate the gallbladder from the cystic plate. The cystic artery and duct are the final structures that are clipped and cut. In this study, the authors discuss the success and complication rates of this treatment based on their 10-year experience at a tertiary hospital in southern Thailand. Objectives: This study aimed to compare the operative outcomes of conventional laparoscopic cholecystectomy (LC) and modified fundus-down techniques regarding postoperative complications and consequences. Methods: A retrospective analysis of single-centre data from 2010 to 2022 was conducted at our hospital. All patients with gallstone disease who underwent conventional LC or modified fundus-down cholecystectomy were included in the study. The primary outcomes of this study were the incidence of major bile duct injury and the need for further intervention or surgical correction. Results: From a total of 1993 patients who were surveyed, 1612 patients underwent conventional LC and 381 underwent laparoscopic modified fundus-down cholecystectomy. In terms of conversion rate, estimated blood loss, length of hospital stay, and complication rate, there were no differences between the conventional LC and the modified fundus-down approach. However, modified fundus-down cholecystectomy reduced the operative time. The authors collected data from each patient's sign-in to extubation time (P<0.001). The postoperative complications (P=0.120) and conversion rates (P=0.904) were similar. Conclusion: Laparoscopic modified fundus-down cholecystectomy can be performed in simple and complex cases, including cases of severe fibrosis of the hepatocystic triangle. The study showed that this alternative technique could reduce operative time compared to the conventional technique with no difference in complications, especially common bile duct injury, postoperative common bile duct stones, and postoperative pancreatitis.

6.
Dis Colon Rectum ; 63(11): 1534-1540, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-33044294

RESUMO

BACKGROUND: Sphincter-preserving operations have been increasingly used for treating anal fistula. However, their success rates remain modest in complex anal fistulas. OBJECTIVE: This study aimed to report outcomes of video-assisted ligation of intersphincteric fistula tract (a procedure combining video-assisted anal fistula treatment and ligation of intersphincteric fistula tract) for treating complex anal fistulas and to compare its results with conventional ligation of intersphincteric fistula tract. DESIGN: A review of prospectively collected data from October 2014 to December 2017 was performed. SETTINGS: The study was conducted at a large tertiary hospital in Thailand. PATIENTS: All patients with primary or recurrent complex anal fistulas undergoing video-assisted ligation of intersphincteric fistula tract were included. Patients with anal fistula related to malignancy, Crohn's disease, tuberculosis, or acute abscess were excluded. MAIN OUTCOME MEASURES: Healing as defined by an absence of fistula or drainage from an external opening and complete epithelialization of the external opening were measured. RESULTS: This study included 103 patients with a median age of 47 years. The primary healing rate was 84.5% at a median follow-up of 28 months (range, 15-38 mo). Primary healing rates of anterior high transsphincteric fistula, semi-horseshoe fistula, and horseshoe fistula were 88% (44 of 50 cases), 77% (30 of 39 cases), and 93% (13 of 14 cases). Median time to healing was 4 weeks (range, 4-8 wk). Accordingly, the overall failure rate was 15.5%. None reported worse fecal incontinence postoperatively. Video-assisted ligation of intersphincteric fistula tract had a higher rate of primary healing for complex anal fistula than ligation of intersphincteric fistula tract (84.5% vs 63.4%; p < 0.001). LIMITATIONS: This study is limited by its small sample size. CONCLUSIONS: The outcomes of video-assisted ligation of intersphincteric fistula tract for complex anal fistulas are quite good. This technique has the potential to become another viable option of sphincter-preserving operation for complex anal fistulas. See Video Abstract at http://links.lww.com/DCR/B373. LIGADURA ASISTIDA POR VIDEO DEL TRACTO DE LA FÍSTULA INTERESFINTÉRICA PARA LA FÍSTULA ANAL COMPLEJA: TÉCNICA Y RESULTADOS PRELIMINARIES: Las operaciones de preservación del esfínter se han utilizado cada vez más para tratar la fístula anal. Sin embargo, sus tasas de éxito siguen siendo modestas en las fístulas anales complejas.Este estudio tuvo como objetivo informar los resultados de la ligadura asistida por video del tracto de la fístula interesfintérica (un procedimiento que combina el tratamiento de la fístula anal asistida por video y la ligadura del tracto de la fístula interesfintérica) para el tratamiento de las fístulas anales complejas y comparar sus resultados con la ligadura convencional de la fístula interesfintérica tracto.Se realizó una revisión de los datos recolectados prospectivamente desde Octubre de 2014 hasta Diciembre de 2017.El estudio se realizó en un gran hospital terciario en Tailandia.Se incluyeron todos los pacientes con fístulas anales complejas primarias o recurrentes sometidas a ligadura asistida por video del tracto de la fístula interesfintérica. Se excluyeron los pacientes con fístula anal relacionada con malignidad, enfermedad de Crohn, tuberculosis o absceso agudo.Curación definida por la ausencia de fístula o drenaje de la abertura externa y la epitelización completa de la abertura externa.Este estudio incluyó 103 pacientes con una mediana de edad de 47 años. La tasa de curación primaria fue del 84,5% con una mediana de seguimiento de 28 meses (rango 15-38). La tasa de curación primaria de la fístula transesfintérica alta anterior, la fístula semi-herradura y la fístula de herradura fue del 88% (44 de 50 casos), 77% (30 de 39 casos) y 93% (13 de 14 casos), respectivamente. El tiempo mediano hasta la curación fue de 4 semanas (rango 4-8). En consecuencia, la tasa de fracaso general fue del 15,5%. Ninguno informó peor incontinencia fecal después de la operación. La ligadura asistida por video del tracto de la fístula interesfintérica tuvo una mayor tasa de curación primaria para la fístula anal compleja que la ligadura del tracto de la fístula interesfintérica (84.5% vs 63.4%; p <0.001).Este estudio está limitado por su pequeño tamaño de muestra.Los resultados de la ligadura asistida por video del tracto de la fístula interesfintérica para fístulas anales complejas son bastante buenos. Esta técnica tiene el potencial de convertirse en otra opción viable de operación de preservación del esfínter para fístulas anales complejas. Consulte Video Resumen en http://links.lww.com/DCR/B373. (Traducción-Dr Yesenia Rojas-Khalil).


Assuntos
Canal Anal , Ligadura , Fístula Retal , Cirurgia Vídeoassistida , Canal Anal/diagnóstico por imagem , Canal Anal/patologia , Canal Anal/cirurgia , Feminino , Humanos , Ligadura/efeitos adversos , Ligadura/métodos , Masculino , Pessoa de Meia-Idade , Tratamentos com Preservação do Órgão/métodos , Avaliação de Processos e Resultados em Cuidados de Saúde , Reepitelização , Fístula Retal/diagnóstico por imagem , Fístula Retal/fisiopatologia , Fístula Retal/cirurgia , Fatores de Tempo , Cirurgia Vídeoassistida/efeitos adversos , Cirurgia Vídeoassistida/métodos , Cicatrização
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