Gastroenterology

Latest AI and machine learning research in gastroenterology for healthcare professionals.

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Machine Learning Approaches to Predict Hepatotoxicity Risk in Patients Receiving Nilotinib.

Although nilotinib hepatotoxicity can cause severe clinical conditions and may alter treatment plan...

May 2021 34072626
An initial experience with a novel technique of single-port robotic resection for rectal cancer.

BACKGROUND: The da Vinci single-port (SP) system is designed to facilitate single-incision robotic s...

May 2021 34052901
A robust real-time deep learning based automatic polyp detection system.

Colorectal cancer (CRC) is globally the third most common type of cancer. Colonoscopy is considered ...

May 2021 34090014
State of the art robotic distal pancreatectomy: a review of the literature.

Minimally invasive distal pancreatectomy has become increasingly used in practice. While laparoscopi...

May 2021 34050901
Power of big data to improve patient care in gastroenterology.

Big data is defined as being large, varied or frequently updated, and usually generated from real-wo...

May 2021 35493622
Selection of Muscle-Activity-Based Cost Function in Human-in-the-Loop Optimization of Multi-Gait Ankle Exoskeleton Assistance.

Using "human-in-the-loop" (HIL) optimization can obtain suitable exoskeleton assistance patterns to ...

May 2021 34014826
Kvasir-Capsule, a video capsule endoscopy dataset.

Artificial intelligence (AI) is predicted to have profound effects on the future of video capsule en...

May 2021 34045470
Deep learning for registration of region of interest in consecutive wireless capsule endoscopy frames.

BACKGROUND AND OBJECTIVE: Functional gastrointestinal disorders (FGIDs) are reported as worldwide ga...

May 2021 34102560
Surgical Outcomes of Hysterectomy via Robot-assisted versus Traditional Transvaginal Natural Orifice Transluminal Endoscopic Surgery.

STUDY OBJECTIVE: To evaluate the safety and feasibility of robot-assisted transvaginal natural orifi...

May 2021 34033911
Application of nano-carbon and titanium clip combined labeling in robot-assisted laparoscopic transverse colon cancer surgery.

BACKGROUND: Robot-assisted laparoscopic transverse colon tumor surgery requires precise tumor locali...

May 2021 34030673
Enabling Autonomous Colonoscopy Intervention Using a Robotic Endoscope Platform.

OBJECTIVE: Robotic endoscopes have the potential to dramatically improve endoscopy procedures, howev...

May 2021 33296299
Statistical methods versus machine learning techniques for donor-recipient matching in liver transplantation.

Donor-Recipient (D-R) matching is one of the main challenges to be fulfilled nowadays. Due to the in...

May 2021 34019601
Liver fibrosis staging by deep learning: a visual-based explanation of diagnostic decisions of the model.

OBJECTIVES: Deep learning has been proven to be able to stage liver fibrosis based on contrast-enhan...

May 2021 34014382
AI based colorectal disease detection using real-time screening colonoscopy.

Colonoscopy is an effective tool for early screening of colorectal diseases. However, the applicatio...

May 2021 35694157
Pancreas segmentation with probabilistic map guided bi-directional recurrent UNet.

Pancreas segmentation in medical imaging is of great significance for clinical pancreas diagnostics ...

May 2021 33915526
Unsupervised colonoscopic depth estimation by domain translations with a Lambertian-reflection keeping auxiliary task.

PURPOSE: A three-dimensional (3D) structure extraction technique viewed from a two-dimensional image...

May 2021 34002340
Esophageal cancer detection based on classification of gastrointestinal CT images using improved Faster RCNN.

PURPOSE: Esophageal cancer is a common malignant tumor in life, which seriously affects human health...

May 2021 34049268
Abdominal multi-organ segmentation with cascaded convolutional and adversarial deep networks.

Abdominal anatomy segmentation is crucial for numerous applications from computer-assisted diagnosis...

May 2021 34127239
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