Gastroenterology

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

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Dietary Inhibitors of CYP3A4 Are Revealed Using Virtual Screening by Using a New Deep-Learning Classifier.

CYP3A4 is the main human enzyme responsible for phase I metabolism of dietary compounds, prescribed ...

Feb 2022 35104412
Deep learning-based AI model for signet-ring cell carcinoma diagnosis and chemotherapy response prediction in gastric cancer.

PURPOSE: We aimed to develop a noninvasive artificial intelligence (AI) model to diagnose signet-rin...

Feb 2022 35032039
Soft hybrid intrinsically motile robot for wireless small bowel enteroscopy.

BACKGROUND: Difficulties in establishing diagnosis of small bowel (SB) disorders, prevented their ef...

Jan 2022 35102429
Initial clinical experience with a novel flexible endoscopic robot for transanal surgery.

BACKGROUND: The Flex Robotic System (Medrobotics, Raynham, MA, USA) is the first miniaturised flexib...

Jan 2022 35091792
Development of a deep learning-based patient-specific target contour prediction model for markerless tumor positioning.

PURPOSE: For pancreatic cancer patients, image guided radiation therapy and real-time tumor tracking...

Jan 2022 35026057
Autonomous robotic surgery makes light work of anastomosis.

An autonomous robotic laparoscopic surgical technique is capable of tracking tissue motion and offer...

Jan 2022 35080900
An Unsupervised Deep Learning Approach for Dynamic-Exponential Intravoxel Incoherent Motion MRI Modeling and Parameter Estimation in the Liver.

BACKGROUND: Dynamic-exponential intravoxel incoherent motion (IVIM) imaging is a potential technique...

Jan 2022 35064945
Distortion and instability compensation with deep learning for rotational scanning endoscopic optical coherence tomography.

Optical Coherence Tomography (OCT) is increasingly used in endoluminal procedures since it provides ...

Jan 2022 35139483
Automatic quantitative evaluation of normal pancreas based on deep learning in a Chinese adult population.

OBJECTIVE: To develop a 3D U-Net-based model for the automatic segmentation of the pancreas using th...

Jan 2022 35064795
Robotic left-stapled total intracorporeal bowel anastomosis versus stapled partial extracorporeal anastomosis: operative technical description and outcomes.

BACKGROUND: Although there is extensive literature on robotic total intracorporeal anastomosis (TICA...

Jan 2022 35061081
Simplified robot-assisted endoscopic submucosal dissection for esophageal and gastric lesions: a randomized controlled porcine study (with videos).

BACKGROUND AND AIMS: Effective countertraction is a main challenging issue in endoscopic submucosal ...

Jan 2022 35065045
Colon tissue image segmentation with MWSI-NET.

Developments in deep learning have resulted in computer-aided diagnosis for many types of cancer. Pr...

Jan 2022 35044614
Design and implementation of a highly integrated dual hemisphere capsule robot.

To achieve cancer screening in any appointed position in 3D regions of the gastrointestinal (GI) tra...

Jan 2022 35044542
The Anti-Adiposity Mechanisms of Ampelopsin and Vine Tea Extract in High Fat Diet and Alcohol-Induced Fatty Liver Mouse Models.

(AG) is an ancient medicinal plant that is mainly distributed and used in southwest China. It exert...

Jan 2022 35163881
Adopt or Abandon? Surgeon-Specific Trends in Robotic Bariatric Surgery Utilization Between 2010 and 2019.

It is unknown if surgeons are more likely to adopt or abandon robotic techniques given that bariatr...

Jan 2022 35041519
Automated detection of ulcers and erosions in capsule endoscopy images using a convolutional neural network.

Capsule endoscopy (CE) is an important tool in the management of patients with known or suspected in...

Jan 2022 35038118
Multimodal deep learning applied to classify healthy and disease states of human microbiome.

Metagenomic sequencing methods provide considerable genomic information regarding human microbiomes,...

Jan 2022 35039534
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