The role of deep learning in diagnosing colorectal cancer

D Bousis, GI Verras, K Bouchagier… - Gastroenterology …, 2023 - termedia.pl
Colon cancer is a major public health issue, affecting a growing number of individuals
worldwide. Proper and early diagnosis of colon cancer is the necessary first step toward …

The promise of artificial intelligence in digestive healthcare and the bioethics challenges it presents

M Mascarenhas, J Afonso, T Ribeiro, P Andrade… - Medicina, 2023 - mdpi.com
With modern society well entrenched in the digital area, the use of Artificial Intelligence (AI)
to extract useful information from big data has become more commonplace in our daily lives …

The Future of Minimally Invasive Capsule Panendoscopy: Robotic Precision, Wireless Imaging and AI-Driven Insights

M Mascarenhas, M Martins, J Afonso, T Ribeiro… - Cancers, 2023 - mdpi.com
Simple Summary The exponential growth in artificial intelligence development, particularly
its application in capsule endoscopy, serves as a compelling model for gastroenterologists …

Artificial intelligence in endoscopy related to inflammatory bowel disease: A systematic review

P Pal, K Pooja, Z Nabi, R Gupta, M Tandan… - Indian Journal of …, 2024 - Springer
Abstract Background and Objectives In spite of rapid growth of artificial intelligence (AI) in
digestive endoscopy in lesion detection and characterization, the role of AI in inflammatory …

Deep-learning and device-assisted enteroscopy: automatic panendoscopic detection of ulcers and erosions

M Martins, M Mascarenhas, J Afonso, T Ribeiro… - Medicina, 2023 - mdpi.com
Background and Objectives: Device-assisted enteroscopy (DAE) has a significant role in
approaching enteric lesions. Endoscopic observation of ulcers or erosions is frequent and …

Smart Endoscopy Is Greener Endoscopy: Leveraging Artificial Intelligence and Blockchain Technologies to Drive Sustainability in Digestive Health Care

M Mascarenhas, T Ribeiro, J Afonso, F Mendes… - Diagnostics, 2023 - mdpi.com
The surge in the implementation of artificial intelligence (AI) in recent years has permeated
many aspects of our life, and health care is no exception. Whereas this technology can offer …

[HTML][HTML] Self-supervised out-of-distribution detection in wireless capsule endoscopy images

A Quindós, P Laiz, J Vitrià, S Seguí - Artificial Intelligence in Medicine, 2023 - Elsevier
While deep learning has displayed excellent performance in a broad spectrum of application
areas, neural networks still struggle to recognize what they have not seen, ie, out-of …

Automatic polyp semantic segmentation using wireless capsule endoscopy images with various convolutional neural network and optimization techniques: A …

J Selvaraj, AK Jayanthy - Biomedical Engineering: Applications …, 2023 - World Scientific
Colorectal cancer (CRC), ranking third most prevalent cancer type, can be diagnosed with
the detection of polyps in the colon and rectum through endoscopic procedures facilitating …

Active Learning strategies for WCE images classification

S Bardají Serra - 2024 - diposit.ub.edu
[en] Medical imaging, particularly through Wireless Capsule Endoscopy (WCE), has
revolutionized gastrointestinal health by capturing intricate details of the digestive tract, with …

[引用][C] The current and future clinical applications of capsule endoscopy

AHY Ho, RN Lui - Journal of Gastroenterology and Hepatology, 2024 - Wiley Online Library
Capsule endoscopy (CE) has become an increasingly popular modality in facilitating the
diagnosis of gastrointestinal tract pathologies that are beyond the reach of conventional …