AIMC Topic: Intestinal Mucosa

Clear Filters Showing 11 to 20 of 42 articles

New endoscopic tools in inflammatory bowel disease.

United European gastroenterology journal Oct 12, 2022
Endoscopic remission is now considered the ultimate long-term goal for treating inflammatory bowel disease (IBD). Recent advances in endoscopic techniques have progressively added new tools to the armamentarium of endoscopists for a deeper assessment...
Endoscopy Colon Intestinal Mucosa Humans Artificial Intelligence Inflammatory Bowel Diseases
View on PubMed DOI

Deep learning-based automated quantification of goblet cell mucus using histological images as a predictor of clinical relapse of ulcerative colitis with endoscopic remission.

Journal of gastroenterology Oct 3, 2022
BACKGROUND: Mucin depletion is one of the histological indicators of clinical relapse among patients with ulcerative colitis (UC). Mucin depletion is evaluated semiquantitatively by pathologists using histological images. Therefore, the interobserver...
Humans Colonoscopy Remission Induction Mucins Severity of Illness Index Mucus Deep Learning Recurrence Colitis, Ulcerative Goblet Cells Intestinal Mucosa
View on PubMed DOI

Novel deep learning-based computer-aided diagnosis system for predicting inflammatory activity in ulcerative colitis.

Gastrointestinal endoscopy Aug 17, 2022
BACKGROUND AND AIMS: Endoscopy is increasingly performed for evaluating patients with ulcerative colitis (UC). However, its diagnostic accuracy is largely affected by the subjectivity of endoscopists' experience and scoring methods, and scoring of se...
Humans Intestinal Mucosa Colonoscopy Artificial Intelligence Severity of Illness Index Computers Deep Learning Inflammation Colitis, Ulcerative
View on PubMed DOI

Deep neural network for video colonoscopy of ulcerative colitis: a cross-sectional study.

The lancet. Gastroenterology & hepatology Nov 29, 2021
BACKGROUND: A combination of endoscopic and histological evaluation is important in the management of patients with ulcerative colitis. We aimed to adapt our previous deep neural network system (deep neural ulcerative colitis [DNUC]) to full video co...
Neural Networks, Computer Prospective Studies Female Adult Sensitivity and Specificity Humans Random Allocation Colitis, Ulcerative Cross-Sectional Studies Intestinal Mucosa Male Biopsy Middle Aged Remission Induction Colonoscopy Video Recording
View on PubMed DOI

Artificial intelligence guided discovery of a barrier-protective therapy in inflammatory bowel disease.

Nature communications Jul 12, 2021
Modeling human diseases as networks simplify complex multi-cellular processes, helps understand patterns in noisy data that humans cannot find, and thereby improves precision in prediction. Using Inflammatory Bowel Disease (IBD) as an example, here w...
AMP-Activated Protein Kinases Multigene Family Gene Expression Regulation Molecular Targeted Therapy Likelihood Functions Disease Models, Animal Mice, Inbred C57BL Intestinal Mucosa Mice, Knockout Dextran Sulfate Colitis Organoids Humans Artificial Intelligence Machine Learning Inflammatory Bowel Diseases Reproducibility of Results Animals Cohort Studies Mice Treatment Outcome
View on PubMed DOI

Deep Learning Algorithm for the Confirmation of Mucosal Healing in Crohn's Disease, Based on Confocal Laser Endomicroscopy Images.

Journal of gastrointestinal and liver diseases : JGLD Mar 12, 2021
BACKGROUND AND AIMS: Mucosal healing (MH) is associated with a stable course of Crohn's disease (CD) which can be assessed by confocal laser endomicroscopy (CLE). To minimize the operator's errors and automate assessment of CLE images, we used a deep...
Inflammation Intestinal Mucosa Crohn Disease Lasers Humans Algorithms Deep Learning Microscopy, Confocal
View on PubMed DOI

Deep Neural Network Accurately Predicts Prognosis of Ulcerative Colitis Using Endoscopic Images.

Gastroenterology Jan 21, 2021
Humans Neural Networks, Computer Prognosis Steroids Young Adult Wound Healing Female Adult Severity of Illness Index Colitis, Ulcerative Hospitalization Male Adolescent Intestinal Mucosa Aged Middle Aged Follow-Up Studies Predictive Value of Tests Aged, 80 and over Colonoscopy Colectomy
View on PubMed DOI

Central Reading of Ulcerative Colitis Clinical Trial Videos Using Neural Networks.

Gastroenterology Oct 21, 2020
BACKGROUND AND AIMS: Endoscopic disease activity scoring in ulcerative colitis (UC) is useful in clinical practice but done infrequently. It is required in clinical trials, where it is expensive and slow because human central readers are needed. A ma...
Intestinal Mucosa Predictive Value of Tests Feasibility Studies Video Recording Image Interpretation, Computer-Assisted Observer Variation Female Deep Learning Adolescent Aged Treatment Outcome Young Adult Middle Aged Antibodies, Monoclonal, Humanized Adult Colon Colitis, Ulcerative Male Colonoscopy Severity of Illness Index Humans Prospective Studies
View on PubMed DOI

Deep-Hipo: Multi-scale receptive field deep learning for histopathological image analysis.

Methods (San Diego, Calif.) May 19, 2020
Digitizing whole-slide imaging in digital pathology has led to the advancement of computer-aided tissue examination using machine learning techniques, especially convolutional neural networks. A number of convolutional neural network-based methodolog...
Deep Learning Image Processing, Computer-Assisted Adenocarcinoma Intestinal Mucosa Colonic Neoplasms Gastric Mucosa Humans Pathology, Clinical Stomach Neoplasms
View on PubMed DOI

Celiac disease diagnosis from videocapsule endoscopy images with residual learning and deep feature extraction.

Computer methods and programs in biomedicine Nov 20, 2019
BACKGROUND AND OBJECTIVE: Videocapsule endoscopy (VCE) is a relatively new technique for evaluating the presence of villous atrophy in celiac disease patients. The diagnostic analysis of video frames is currently time-consuming and tedious. Recently,...
Image Processing, Computer-Assisted Capsule Endoscopy Light Support Vector Machine Celiac Disease Humans Intestinal Mucosa Endoscopy Video Recording Machine Learning Discriminant Analysis Sensitivity and Specificity Image Interpretation, Computer-Assisted Algorithms Diagnosis, Computer-Assisted Linear Models Reproducibility of Results Deep Learning Calibration
View on PubMed DOI
Popular Topics
Recent Journals