[HTML][HTML] Enhancing human-AI collaboration: The case of colonoscopy

L Introzzi, J Zonca, F Cabitza, P Cherubini… - Digestive and Liver …, 2023 - Elsevier
Diagnostic errors impact patient health and healthcare costs. Artificial Intelligence (AI) shows
promise in mitigating this burden by supporting Medical Doctors in decision-making …

GAN inversion for data augmentation to improve colonoscopy lesion classification

MV Golhar, TL Bobrow… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
A major challenge in applying deep learning to medical imaging is the paucity of annotated
data. This study explores the use of synthetic images for data augmentation to address the …

Colorectal polyp detection and comparative evaluation based on deep learning approaches

YT Chen, N Ahmad - IEEE Access, 2023 - ieeexplore.ieee.org
Colorectal cancer has been one of the leading causes of mortality over the past decade, and
colorectal polyps are the leading cause of this disease. Conventional polyp detection …

[HTML][HTML] DEMF-Net: A dual encoder multi-scale feature fusion network for polyp segmentation

X Cao, H Yu, K Yan, R Cui, J Guo, X Li, X Xing… - … Signal Processing and …, 2024 - Elsevier
Colorectal cancer is a common malignant tumour of the gastrointestinal tract. Studies have
shown that colonoscopy can be an effective screening method for detecting colon polyps …

Artificial intelligence-assisted colonoscopy in real-world clinical practice: A systematic review and meta-analysis

MT Wei, S Fay, D Yung, U Ladabaum… - Clinical and …, 2022 - journals.lww.com
Background: Artificial intelligence (AI) could minimize the operator-dependent variation in
colonoscopy quality. Computer-aided detection (CADe) has improved adenoma detection …

Single Versus Second Observer vs Artificial Intelligence to Increase the ADENOMA Detection Rate of Colonoscopy—A Network Analysis

MK Gangwani, H Haghbin, R Ishtiaq, F Hasan… - Digestive Diseases and …, 2024 - Springer
Abstract Background and Aims Screening colonoscopy has significantly contributed to the
reduction of the incidence of colorectal cancer (CRC) and its associated mortality, with …

Recent advances in devices and technologies that might prove revolutionary for colonoscopy procedures

JS Galati, K Lin, SA Gross - Expert Review of Medical Devices, 2023 - Taylor & Francis
Introduction Colorectal cancer (CRC) is the third most common malignancy and second
leading cause of cancer-related mortality in the world. Adenoma detection rate (ADR), a …

The Role of Artificial Intelligence in Early Cancer Detection: Exploring Early Clinical Applications

NG Thaker, AP Dicker, A Loaiza-Bonilla… - AI in Precision …, 2024 - liebertpub.com
Introduction: Early cancer detection can lead to improved outcomes and a shift toward a
prevention model. This review explores the role of artificial intelligence (AI) in early cancer …

Colorectal cancer incidence trends by tumour location among adults of screening‐age in England: a population‐based study

SP Granger, RAD Preece, MG Thomas… - Colorectal …, 2023 - Wiley Online Library
Aim Proximal and distal colorectal cancers (CRCs) exhibit different clinical, molecular and
biological patterns. The aim of this study was to determine temporal trends in the age …

Exploring human-artificial intelligence interactions in a negative pragmatic trial of computer-aided polyp detection

K Watkins, U Ladabaum, E Olsen, J Hoogerbrug… - iGIE, 2024 - Elsevier
Background and aims The progress of artificial intelligence (AI) in endoscopy is at a
crossroads. The positive results of randomized controlled trials (RCT) of computer-aided …