On the analyses of medical images using traditional machine learning techniques and convolutional neural networks
Convolutional neural network (CNN) has shown dissuasive accomplishment on different
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …
areas especially Object Detection, Segmentation, Reconstruction (2D and 3D), Information …
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 …
Yolo-based deep learning model for pressure ulcer detection and classification
Pressure ulcers are significant healthcare concerns affecting millions of people worldwide,
particularly those with limited mobility. Early detection and classification of pressure ulcers …
particularly those with limited mobility. Early detection and classification of pressure ulcers …
[HTML][HTML] Artificial intelligence in gastrointestinal endoscopy: a comprehensive review
Integrating artificial intelligence (AI) into gastrointestinal (GI) endoscopy heralds a significant
leap forward in managing GI disorders. AI-enabled applications, such as computer-aided …
leap forward in managing GI disorders. AI-enabled applications, such as computer-aided …
Comparative analysis of machine learning models for image detection of colonic polyps vs. Resected polyps
A Abraham, R Jose, J Ahmad, J Joshi, T Jacob… - Journal of …, 2023 - mdpi.com
(1) Background: Colon polyps are common protrusions in the colon's lumen, with potential
risks of develo** colorectal cancer. Early detection and intervention of these polyps are …
risks of develo** colorectal cancer. Early detection and intervention of these polyps are …
Efficient colorectal polyp segmentation using wavelet transformation and AdaptUNet: A hybrid U-Net
The prevalence of colorectal cancer, primarily emerging from polyps, underscores the
importance of their early detection in colonoscopy images. Due to the inherent complexity …
importance of their early detection in colonoscopy images. Due to the inherent complexity …
Deep learning system for true-and pseudo-invasion in colorectal polyps
Over 15 million colonoscopies were performed yearly in North America, during which
biopsies were taken for pathological examination to identify abnormalities. Distinguishing …
biopsies were taken for pathological examination to identify abnormalities. Distinguishing …
Advances in colorectal cancer diagnosis using optimal deep feature fusion approach on biomedical images
SR Alotaibi, MA Alohali, M Maashi, H Alqahtani… - Scientific Reports, 2025 - nature.com
Colorectal cancer (CRC) is the second popular cancer in females and third in males, with an
increased number of cases. Pathology diagnoses complemented with predictive and …
increased number of cases. Pathology diagnoses complemented with predictive and …
[PDF][PDF] Exploring the impact of artificial intelligence on patient care: a comprehensive review of healthcare advancements
P Sharmila Niro**i, K Kanaga, S Devika… - Sch Acad J …, 2024 - saspublishers.com
Artificial Intelligence (AI) is revolutionizing healthcare by transforming disease identification,
treatment, and management. Healthcare organizations are rapidly adopting AI technologies …
treatment, and management. Healthcare organizations are rapidly adopting AI technologies …
Development and validation of a nomogram predictive model for colorectal adenoma with low-grade intraepithelial neoplasia using routine laboratory tests: A single …
H Wang, X Liu, J Long, J Huang, S Lyu, X Zhao, B Zhao… - Heliyon, 2023 - cell.com
Background Colorectal cancer (CRC) is the third most common cancer in the world and has
a high mortality rate. Colorectal adenoma (CRA) is precancerous lesions of CRC. The …
a high mortality rate. Colorectal adenoma (CRA) is precancerous lesions of CRC. The …