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 …

A hybrid approach of vision transformers and CNNs for detection of ulcerative colitis

SA Shah, I Taj, SM Usman, SN Hassan Shah… - Scientific Reports, 2024 - nature.com
Abstract Ulcerative Colitis is an Inflammatory Bowel disease caused by a variety of factors
that lead to a serious impact on the quality of life of the patients if left untreated. Due to …

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 …

[HTML][HTML] Detection of gastrointestinal tract disorders using deep learning methods from colonoscopy images and videos

S Aliyi, K Dese, H Raj - Scientific African, 2023 - Elsevier
Colorectal cancer (CRC) is the world's third most common cancer, with the second highest
fatality rate. It is primarily the result of lower gastrointestinal tract (GI) disorders. The …

Artificial intelligence to improve polyp detection and screening time in colon capsule endoscopy

P Gilabert, J Vitrià, P Laiz, C Malagelada… - Frontiers in …, 2022 - frontiersin.org
Colon Capsule Endoscopy (CCE) is a minimally invasive procedure which is increasingly
being used as an alternative to conventional colonoscopy. Videos recorded by the capsule …

Computer-Aided Bleeding Detection Algorithms for Capsule Endoscopy: A Systematic Review

A Musha, R Hasnat, AA Mamun, EP Ping, T Ghosh - Sensors, 2023 - mdpi.com
Capsule endoscopy (CE) is a widely used medical imaging tool for the diagnosis of
gastrointestinal tract abnormalities like bleeding. However, CE captures a huge number of …

[HTML][HTML] Software as a Medical Device (SaMD) in Digestive Healthcare: Regulatory Challenges and Ethical Implications

M Mascarenhas, M Martins, T Ribeiro, J Afonso… - Diagnostics, 2024 - mdpi.com
The growing integration of software in healthcare, particularly the rise of standalone software
as a medical device (SaMD), is transforming digestive medicine, a field heavily reliant on …

Artificial Intelligence and Panendoscopy—Automatic Detection of Clinically Relevant Lesions in Multibrand Device-Assisted Enteroscopy

F Mendes, M Mascarenhas, T Ribeiro, J Afonso… - Cancers, 2024 - mdpi.com
Simple Summary Device-assisted enteroscopy is the only diagnostic and therapeutic exam
capable of exploring the entire gastrointestinal tract. However, the diagnostic yield of this …

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 …