Gastroenterology | Medical Imaging | Radiology SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis. June 10, 2024
Oncology | Pathology Image-based consensus molecular subtyping in rectal cancer biopsies and response to neoadjuvant chemoradiotherapy. April 9, 2024
Gastroenterology Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. January 23, 2024
Medical Imaging | Urology Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy. August 28, 2022
Biomedical imaging | Pathology | Radiology FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation. March 25, 2022
Computer Vision | Gastroenterology Real-Time Polyp Detection, Localization and Segmentation in Colonoscopy Using Deep Learning. March 22, 2021
Computer Science | Gastroenterology Deep learning for detection and segmentation of artefact and disease instances in gastrointestinal endoscopy. March 3, 2021
Computer Vision | Gastroenterology | Medical Imaging A deep learning framework for quality assessment and restoration in video endoscopy. November 27, 2020
Oncology | Pathology Image-based consensus molecular subtype (imCMS) classification of colorectal cancer using deep learning. July 21, 2020
Computer Vision | Gastroenterology An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy. February 18, 2020
Ophthalmology Automated classification of normal and Stargardt disease optical coherence tomography images using deep learning. January 25, 2020
Bioinformatics | Immunology | Pathology Precision immunoprofiling by image analysis and artificial intelligence. April 18, 2019