AIMC Topic: Laparoscopy

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Deep Learning for Predicting Difficulty in Radical Prostatectomy: A Novel Evaluation Scheme.

Urology Jan 13, 2025
OBJECTIVE: To explore new metrics for assessing radical prostatectomy difficulty through a two-stage deep learning method from preoperative magnetic resonance imaging.
Laparoscopy Robotic Surgical Procedures Prostate Pelvis Magnetic Resonance Imaging Anatomic Landmarks Prostatic Neoplasms Prostatectomy Humans Aged Male Middle Aged Deep Learning
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Artificial intelligence-enhanced navigation for nerve recognition and surgical education in laparoscopic colorectal surgery.

Surgical endoscopy Jan 6, 2025
BACKGROUND: Devices that help educate young doctors and enable safe, minimally invasive surgery are needed. Eureka is a surgical artificial intelligence (AI) system that can intraoperatively highlight loose connective tissues (LCTs) in the dissected ...
Male Clinical Competence Laparoscopy Humans Colorectal Surgery Artificial Intelligence Female
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Machine learning-based prediction of duodenal stump leakage following laparoscopic gastrectomy for gastric cancer.

Surgery Dec 27, 2024
BACKGROUND: Duodenal stump leakage is one of the most critical complications following gastrectomy surgery, with a high mortality rate. The present study aimed to establish a predictive model based on machine learning for forecasting the occurrence o...
Humans Machine Learning Retrospective Studies Adenocarcinoma Support Vector Machine Laparoscopy Gastrectomy Anastomotic Leak Stomach Neoplasms Female Male Aged Middle Aged Adult Duodenum
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Anatomical recognition of dissection layers, nerves, vas deferens, and microvessels using artificial intelligence during transabdominal preperitoneal inguinal hernia repair.

Hernia : the journal of hernias and abdominal wall surgery Dec 26, 2024
PURPOSE: In laparoscopic inguinal hernia surgery, proper recognition of loose connective tissue, nerves, vas deferens, and microvessels is important to prevent postoperative complications, such as recurrence, pain, sexual dysfunction, and bleeding. E...
Microvessels Vas Deferens Dissection Herniorrhaphy Hernia, Inguinal Connective Tissue Male Anatomic Landmarks Laparoscopy Humans Artificial Intelligence
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Artificial Intelligence Recognition System of Pelvic Autonomic Nerve During Total Mesorectal Excision.

Diseases of the colon and rectum Dec 23, 2024
BACKGROUND: The preservation of the pelvic autonomic nervous system in total mesorectal excision remains challenging to date. The application of laparoscopy has enabled visualization of fine anatomical structures; however, the rate of urogenital dysf...
Pelvis Rectum Rectal Neoplasms Autonomic Nervous System Male Middle Aged Laparoscopy Proctectomy Autonomic Pathways Humans Artificial Intelligence Retrospective Studies Female Aged
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Stimulated Raman Histology and Artificial Intelligence Provide Near Real-Time Interpretation of Radical Prostatectomy Surgical Margins.

The Journal of urology Dec 17, 2024
PURPOSE: Balancing surgical margins and functional outcomes is crucial during radical prostatectomy for prostate cancer. Stimulated Raman histology (SRH) is a novel, real-time imaging technique that provides histologic images of fresh, unprocessed, a...
Neural Networks, Computer Artificial Intelligence Aged Sensitivity and Specificity Humans Prostatectomy Margins of Excision Prostatic Neoplasms Male Laparoscopy Middle Aged Robotic Surgical Procedures Spectrum Analysis, Raman Prostate
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SeeSaw: Learning Soft Tissue Deformation From Laparoscopy Videos With GNNs.

IEEE transactions on bio-medical engineering Nov 21, 2024
A major challenge in image-guided laparoscopic surgery is that structures of interest often deform and go, even if only momentarily, out of view. Methods which rely on having an up-to-date impression of those structures, such as registration or local...
Image Processing, Computer-Assisted Laparoscopy Surgery, Computer-Assisted Video Recording Neural Networks, Computer Algorithms Animals Swine Humans
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Deep learning-based automatic bleeding recognition during liver resection in laparoscopic hepatectomy.

Surgical endoscopy Nov 18, 2024
BACKGROUND: Intraoperative hemorrhage during laparoscopic hepatectomy (LH) is a risk factor for negative postoperative outcomes. Ensuring appropriate hemostasis enhances the safety of surgical procedures. An automatic bleeding recognition system base...
Video Recording Deep Learning Hepatectomy Humans Blood Loss, Surgical Neural Networks, Computer Laparoscopy Retrospective Studies Feasibility Studies
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Real-time segmentation of biliary structure in pure laparoscopic donor hepatectomy.

Scientific reports Sep 28, 2024
Pure laparoscopic donor hepatectomy (PLDH) has become a standard practice for living donor liver transplantation in expert centers. Accurate understanding of biliary structures is crucial during PLDH to minimize the risk of complications. This study ...
Living Donors Liver Transplantation Humans Female Laparoscopy Hepatectomy Adult Feasibility Studies Bile Ducts Algorithms Male Biliary Tract Retrospective Studies Deep Learning
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Autonomous countertraction for secure field of view in laparoscopic surgery using deep reinforcement learning.

International journal of computer assisted radiology and surgery Sep 16, 2024
PURPOSE: Countertraction is a vital technique in laparoscopic surgery, stretching the tissue surface for incision and dissection. Due to the technical challenges and frequency of countertraction, autonomous countertraction has the potential to signif...
Deep Learning Laparoscopy Humans Phantoms, Imaging Reinforcement Machine Learning Neural Networks, Computer Computer Simulation
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