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Deep learning in surgical process Modeling: A systematic review of workflow recognition.
J Biomed Inform
January 2025
Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering, Tianjin University of Technology, Tianjin 300384, China; National Demonstration Center for Experimental Mechanical and Electrical Engineering Education (Tianjin University of Technology), China. Electronic address:
Objective: The application of artificial intelligence (AI) in health care has led to a surge of interest in surgical process modeling (SPM). The objective of this study is to investigate the role of deep learning in recognizing surgical workflows and extracting reliable patterns from datasets used in minimally invasive surgery, thereby advancing the development of context-aware intelligent systems in endoscopic surgeries.
Methods: We conducted a comprehensive search of articles related to SPM from 2018 to April 2024 in the PubMed, Web of Science, Google Scholar, and IEEE Xplore databases.
Thoracic duct identification using three-dimensional thoracoscope versus indocyanine green fluorescence during minimally invasive esophagectomy: a retrospective cohort study.
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Department of Thoracic Surgery, The Second Hospital of Nanjing, Nanjing University of Chinese Medicine, Nanjing, China.
Background: Chylothorax following esophagectomy is a frustrating complication with considerable morbidity. In addition, recognizing the morphological patterns of the thoracic duct (TD) holds great significance. This study was aimed at explore the safety and efficacy of three-dimensional (3D) thoracoscope in comparison with indocyanine green (ICG) fluorescence to identify TD during minimally invasive esophagectomy (MIE) for esophageal cancer.
View Article and Find Full Text PDFFluorescence-guided identification and dissection of retroperitoneal lymphomas (with video).
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Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy; Institute of Image-Guided Surgery, IHU-Strasbourg, France. Electronic address:
Surgery, especially if minimally invasive, still plays a role in the diagnosis of suspect lymphoproliferative lesions in challenging locations such as the retroperitoneum. Fluorescence guidance may help in such cases facilitating the visualization of highly vascularized lesions. Our recent experience with a 71-year-old woman with retroperitoneal lymphadenopathy and suspected lymphoma supports this hypothesis.
View Article and Find Full Text PDFRobotic Laparoscopy and Endoscopy Cooperative Surgery for Primary Appendiceal Mucinous Carcinoma Masquerading as Bladder Cancer: A Case Report.
Asian J Endosc Surg
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Department of Surgery, Graduate School of Medicine, Kyoto University, Kyoto, Japan.
Bladder invasion by appendiceal cancer resulting in a vesico-appendiceal fistula is an uncommon occurrence. Both radical tumor removal and functional preservation of the bladder are desirable in the surgical treatment of this disease, and there are few reports on detailed surgical methods. Here, we describe a case of primary appendiceal mucinous carcinoma with bladder invasion treated with robotic laparoscopy and endoscopy cooperative surgery (RECS).
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BMC Surg
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Department of Obstetrics and Gynaecology, Krankenhaus Sachsenhausen, Frankfurt Am Main, Germany.
Background: Total laparoscopic hysterectomy (TLH) is nowadays the standard to treat benign and malignant disease occurring in the uterus, but the number of robotic-assisted surgeries is increasing worldwide. To facilitate the handling of sutures in a bi- and tri-dimensional plane, a new type of suture material has been developed, named barbed sutures, which are in use in different indications. In comparison to conventional suture materials, the barbs anchor the suture in the tissue, provide tissue approximation and prevent slippage without the need for knot tying.
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