Detection of colorectal polyps from colonoscopy using machine learning: A survey on modern techniques
K ELKarazle, V Raman, P Then, C Chua - Sensors, 2023 - mdpi.com
Given the increased interest in utilizing artificial intelligence as an assistive tool in the
medical sector, colorectal polyp detection and classification using deep learning techniques …
medical sector, colorectal polyp detection and classification using deep learning techniques …
[HTML][HTML] Comprehensive review of publicly available colonoscopic imaging databases for artificial intelligence research: availability, accessibility, and usability
BBSL Houwen, KJ Nass, JLA Vleugels… - Gastrointestinal …, 2023 - Elsevier
Background and Aims Publicly available databases containing colonoscopic imaging data
are valuable resources for artificial intelligence (AI) research. Currently, little is known …
are valuable resources for artificial intelligence (AI) research. Currently, little is known …
A novel multi-feature fusion method for classification of gastrointestinal diseases using endoscopy images
K Ramamurthy, TT George, Y Shah, P Sasidhar - Diagnostics, 2022 - mdpi.com
The first step in the diagnosis of gastric abnormalities is the detection of various
abnormalities in the human gastrointestinal tract. Manual examination of endoscopy images …
abnormalities in the human gastrointestinal tract. Manual examination of endoscopy images …
Automatic detection of colorectal polyps with mixed convolutions and its occlusion testing
Manual detection of colorectal polyps in the colonoscopy videos during diagnosis of
colorectal cancer can be challenging due to the large no. of sequential frames and high …
colorectal cancer can be challenging due to the large no. of sequential frames and high …
Improved colorectal polyp segmentation using enhanced MA-NET and modified mix-ViT transformer
K Elkarazle, V Raman, P Then, C Chua - IEEE Access, 2023 - ieeexplore.ieee.org
Colorectal polyps is a prevalent medical condition that could lead to colorectal cancer, a
leading cause of cancer-related mortality globally, if left undiagnosed. Colonoscopy remains …
leading cause of cancer-related mortality globally, if left undiagnosed. Colonoscopy remains …
GastroNet: Gastrointestinal polyp and abnormal feature detection and classification with deep learning approach
The early detection of digestive problems is essential for lowering the chance of acquiring
any form of gastrointestinal cancer, including esophageal cancer. Endoscopy is the method …
any form of gastrointestinal cancer, including esophageal cancer. Endoscopy is the method …
A review of deep learning methods for gastrointestinal diseases classification applied in computer-aided diagnosis system
Q Jiang, Y Yu, Y Ren, S Li, X He - Medical & Biological Engineering & …, 2024 - Springer
Recent advancements in deep learning have significantly improved the intelligent
classification of gastrointestinal (GI) diseases, particularly in aiding clinical diagnosis. This …
classification of gastrointestinal (GI) diseases, particularly in aiding clinical diagnosis. This …
AI4CRC: A Deep Learning Approach Towards Preventing Colorectal Cancer
S Fanijo - Journal of Future Artificial Intelligence and …, 2024 - faith.futuretechsci.org
Abstract Each year, more than 1.9 million cases of colorectal cancer (CRC) are diagnosed
worldwide. By 2040, the burden of colorectal cancer is estimated to reach 3.2 million new …
worldwide. By 2040, the burden of colorectal cancer is estimated to reach 3.2 million new …
Feature Pyramid Network Based Spatial Attention and Cross‐Level Semantic Similarity for Diseases Segmentation From Capsule Endoscopy Images
As an emerging technology that uses a pill‐sized camera to visualize images of the
digestive tract. Wireless capsule endoscopy (WCE) presents several advantages, since it is …
digestive tract. Wireless capsule endoscopy (WCE) presents several advantages, since it is …
[HTML][HTML] An automatic system to detect colorectal polyp using hybrid fused method from colonoscopy images
The third most common disease in the world that leads to mortality is colorectal cancer
(CRC). Colonoscopy, which locates and removes colonic polyps, is the most common …
(CRC). Colonoscopy, which locates and removes colonic polyps, is the most common …