Topics

Deep Learning Algorithm for Recognition of Colonic Segments.

2019-09-18 03:27:46 | BioPortfolio

Summary

The purpose of this study is to develop and validate a deep learning algorithm to realize automatic recognition of colonic segments under conventional colonoscopy. Then, evaluate the accuracy this new artificial intelligence(AI) assisted recognition system in clinic practice.

Description

Colonoscopy is recommended as a routine examination for colorectal cancer screening. Complete inspection of all colon segments is the basis of colonoscopy quality control, and furthermore improves the detection rates of small adenomas. Recently, deep learning algorithm based on central neural networks (CNN) has shown multiple potential in computer-aided detection and computer-aided diagnose of gastrointestinal lesions. However, there is still a blank in recognition of anatomic sites, which restricts the realization of AI-aided lesions detection and disease severity scoring. This study aim to train an algorithm to recognize key colonic segments, and testify the accuracy of each segments recognition as compared to endoscopic physicians.

Study Design

Conditions

Colonic Diseases

Intervention

AI assisted recognition of colonic segments

Status

Not yet recruiting

Source

Shandong University

Results (where available)

View Results

Links

Published on BioPortfolio: 2019-09-18T03:27:46-0400

Clinical Trials [1283 Associated Clinical Trials listed on BioPortfolio]

Methods of Colonic Transendoscopic Enteral Tubing: a Multicenter, Open-label, Randomized Controlled Trial

Colonic transendoscopic enteral tubing (TET) is a novel, safe, convenient, and reliable way for fecal microbiota transplantation (FMT) and the whole-colon enema treatment. The aim of this ...

Colonic Irrigation for Colonoscopy Preparation

The purpose of this physician blinded, randomized study is to determine the utility, effectiveness, and feasibility of using colonic irrigation as a substitute for standard oral colonic pu...

Rehabilitation Following Laparoscopic Colonic Surgery

The standard procedure for treating colonic cancer is changing from open surgery to laparoscopic surgery. Following open colonic surgery patients are fatigued and loss body mass and have a...

Pregabalin and Colonic Function

The general aim of the current study is to describe the effect of pregabalin on colonic and sensory functions in healthy individuals.

EMI-137 in Laparoscopic Colonic Resections

EMI-137 in laparoscopic colonic resections is a single-centre stage IIa developmental study. Ten adult participants with a diagnosis of colon adenocarcinoma undergoing laparoscopic coloni...

PubMed Articles [12549 Associated PubMed Articles listed on BioPortfolio]

Normal colonic transit time predicts the outcome of colonic manometry in patients with chronic constipation-an exploratory study.

Colonic manometry (CM) can be of additive value in the diagnostic workup of colonic motility in chronic constipated patients. However, it is claimed that colonic motor disturbances occur in normal-tra...

Health risk of Licorice-Yuanhua combination through induction of colonic H2S metabolism.

Licorice and Yuanhua are both famous herbs in Traditional Chinese Medicine (TCM), and their combination is used by some TCM doctors to treat renal and gastrointestinal diseases as well as tumors. On t...

Colonic electrical stimulation improves colonic transit in rotenone-induced Parkinson's disease model through affecting enteric neurons.

The aims of this study were to investigate the effect of colonic electrical stimulation (CES) on delayed colonic transit in Parkinson's disease (PD) model induced by rotenone and its possible mechanis...

Should We Divide Crohn's Disease Into Ileum-dominant and Isolated Colonic Diseases?

Crohn's disease (CD) is an inflammatory bowel disease, which can involve any region of the gastrointestinal tract. First described in 1932 as terminal ileitis or regional enteritis, it predominately i...

Colonic Epithelial Surfactant Protein D Expression Correlates with Inflammation in Clinical Colonic Inflammatory Bowel Disease.

Inflammatory bowel diseases (IBD) are chronic disorders of the gastrointestinal tract. Surfactant protein D (SP-D) is expressed in the intestinal epithelium and is essential for innate host defense an...

Medical and Biotech [MESH] Definitions

Chronic or recurrent colonic disorders without an identifiable structural or biochemical explanation. The widely recognized IRRITABLE BOWEL SYNDROME falls into this category.

Inflammation of the COLONIC DIVERTICULA, generally with abscess formation and subsequent perforation.

Functional obstruction of the COLON leading to MEGACOLON in the absence of obvious COLONIC DISEASES or mechanical obstruction. When this condition is acquired, acute, and coexisting with another medical condition (trauma, surgery, serious injuries or illness, or medication), it is called Ogilvie's syndrome.

A pathological condition characterized by the presence of a number of COLONIC DIVERTICULA in the COLON. Its pathogenesis is multifactorial, including colon aging, motor dysfunction, increases in intraluminal pressure, and lack of dietary fibers.

Pathological processes in the COLON region of the large intestine (INTESTINE, LARGE).

More From BioPortfolio on "Deep Learning Algorithm for Recognition of Colonic Segments."

Quick Search

Relevant Topic

Gastroenterology
Astroesophageal Reflux Disease (GERD) Barrett's Esophagus Celiac Disease Cholesterol Crohn's Disease Gastroenterology Hepatitis Hepatology Irritable Bowel Syndrome (IBS) Pancreatitis Peptic Ulcer Disease...


Searches Linking to this Trial