AIMC Topic: Cholecystitis

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An explainable predictive machine learning model of gangrenous cholecystitis based on clinical data: a retrospective single center study.

World journal of emergency surgery : WJES Jan 6, 2025
BACKGROUND: Gangrenous cholecystitis (GC) is a serious clinical condition associated with high morbidity and mortality rates. Machine learning (ML) has significant potential in addressing the diverse characteristics of real data. We aim to develop an...
Aged Aged, 80 and over Adult Retrospective Studies Female Predictive Value of Tests Cholecystitis Gangrene Male Middle Aged Machine Learning Algorithms Humans
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Deep-learning models for differentiation of xanthogranulomatous cholecystitis and gallbladder cancer on ultrasound.

Indian journal of gastroenterology : official journal of the Indian Society of Gastroenterology Dec 18, 2023
BACKGROUND: The radiological differentiation of xanthogranulomatous cholecystitis (XGC) and gallbladder cancer (GBC) is challenging yet critical. We aimed at utilizing the deep learning (DL)-based approach for differentiating XGC and GBC on ultrasoun...
Ultrasonography Diagnosis, Differential Middle Aged Deep Learning Cholecystitis Xanthomatosis Granuloma Gallbladder Neoplasms Female Aged Sensitivity and Specificity Male Adult Humans Prospective Studies
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Deep learning nomogram for preoperative distinction between Xanthogranulomatous cholecystitis and gallbladder carcinoma: A novel approach for surgical decision.

Computers in biology and medicine Dec 1, 2023
The distinction between Xanthogranulomatous Cholecystitis (XGC) and Gallbladder Carcinoma (GBC) is challenging due to their similar imaging features. This study aimed to differentiate between XGC and GBC using a deep learning nomogram model built fro...
Humans Cholecystitis Diagnosis, Differential Deep Learning Gallbladder Neoplasms Xanthomatosis Nomograms
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True single-port cholecystectomy with ICG cholangiography through a single 15-mm trocar using the new surgical platform "symphonX": first human case study with a commercially available device.

Surgical endoscopy Oct 28, 2019
BACKGROUND: Minimally invasive single-port surgery is often associated with large incisions up to 2-3 cm, complicated handling due to the lack of triangulation, and instrument crossing. Aim of this prospective study was to perform true single-port su...
Cholangiography Cholecystolithiasis Prospective Studies Female Humans Equipment Design Feasibility Studies Surgical Instruments Cholecystitis Cholecystectomy, Laparoscopic Aged Male Middle Aged Adult Robotics
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An Ensemble Multilabel Classification for Disease Risk Prediction.

Journal of healthcare engineering Jun 15, 2017
It is important to identify and prevent disease risk as early as possible through regular physical examinations. We formulate the disease risk prediction into a multilabel classification problem. A novel Ensemble Label Power-set Pruned datasets Joint...
Machine Learning Pattern Recognition, Automated Software Cholecystitis Heart Diseases Diabetes Mellitus Humans Algorithms Diagnosis, Computer-Assisted Fatty Liver Medical Informatics Artificial Intelligence Obesity Risk Assessment Hypertension
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Design of Virtual Fixtures for Robotic Cholecystectomy.

Journal of laparoendoscopic & advanced surgical techniques. Part A Mar 30, 2016
BACKGROUND AND OBJECTIVE: With the ongoing developments in robotic surgery, the associated adverse events need to be carefully evaluated. Virtual fixtures (VFs), a safety design feature against unintended motion during robotic surgery, have been prop...
Middle Aged Robotics Adult Cholecystectomy, Laparoscopic Humans Equipment Design Male Cholecystitis Female
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