AIMC Topic: Hepatectomy
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An explainable machine learning model to predict early and late acute kidney injury after major hepatectomy.
HPB : the official journal of the International Hepato Pancreato Biliary Association
Apr 23, 2024
BACKGROUND: Risk assessment models for acute kidney injury (AKI) after major hepatectomy that differentiate between early and late AKI are lacking. This retrospective study aimed to create a model predicting AKI through machine learning and identify ...
Microfracture-coagulation for the real robotic liver parenchymal transection.
Journal of robotic surgery
Feb 29, 2024
The use of the robotic approach in liver surgery is exponentially increasing. Although technically the robot introduces several innovative features, the instruments linked with the traditional laparoscopic approach for the liver parenchymal transecti...
Experts vs. machine - comparison of machine learning to expert-informed prediction of outcome after major liver surgery.
HPB : the official journal of the International Hepato Pancreato Biliary Association
Feb 13, 2024
BACKGROUND: Machine learning (ML) has been successfully implemented for classification tasks (e.g., cancer diagnosis). ML performance for more challenging predictions is largely unexplored. This study's objective was to compare machine learning vs. e...
[International multicenter study: robotic vs. laparoscopic major liver resection].
Chirurgie (Heidelberg, Germany)
Feb 8, 2024
Explainable artificial intelligence prediction-based model in laparoscopic liver surgery for segments 7 and 8: an international multicenter study.
Surgical endoscopy
Feb 5, 2024
BACKGROUND: Artificial intelligence (AI) is becoming more useful as a decision-making and outcomes predictor tool. We have developed AI models to predict surgical complexity and the postoperative course in laparoscopic liver surgery for segments 7 an...
Results of robotic liver surgery in association with IWATE criteria - the first 100 cases.
Langenbeck's archives of surgery
Feb 2, 2024
BACKGROUND: Aim of the current study was to present the results of the implementation phase of a robotic liver surgery program and to assess the validity of the IWATE difficulty score in predicting difficulty and postoperative complications in roboti...
Intraoperative artificial intelligence system identifying liver vessels in laparoscopic liver resection: a retrospective experimental study.
Surgical endoscopy
Jan 12, 2024
BACKGROUND: The precise recognition of liver vessels during liver parenchymal dissection is the crucial technique for laparoscopic liver resection (LLR). This retrospective feasibility study aimed to develop artificial intelligence (AI) models to rec...
Comment on "Robotic surgery and liver transplantation: A single-center experience of 501 robotic donor hepatectomies".
Hepatobiliary & pancreatic diseases international : HBPD INT
Nov 19, 2023
Color-coded laparoscopic liver resection using artificial intelligence: A preliminary study.
Journal of hepato-biliary-pancreatic sciences
Oct 25, 2023
Tashiro and colleagues demonstrated for the first time that an artificial intelligence system can precisely identify intrahepatic vascular structures during laparoscopic liver resection in real time through color coding under bleeding and indocyanine...
Two-step artificial intelligence algorithm for liver segmentation automates anatomic virtual hepatectomy.
Journal of hepato-biliary-pancreatic sciences
Sep 25, 2023
BACKGROUND: Anatomic virtual hepatectomy with precise liver segmentation for hemilivers, sectors, or Couinaud's segments using conventional three-dimensional simulation is not automated and artificial intelligence (AI)-based algorithms have not yet b...
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