Gastroenterology | Medical Imaging | Radiology SSL-CPCD: Self-supervised learning with composite pretext-class discrimination for improved generalisability in endoscopic image analysis. June 10, 2024
Gastroenterology Assessing generalisability of deep learning-based polyp detection and segmentation methods through a computer vision challenge. January 23, 2024
Computer Science | Gastroenterology | Oncology TGANet: Text-guided attention for improved polyp segmentation. February 13, 2023
Artificial Intelligence | Gastroenterology | Medical Imaging Where do we stand in AI for endoscopic image analysis? Deciphering gaps and future directions. December 20, 2022
Medical Imaging | Urology Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy. August 28, 2022
Computer Science | Medical Imaging | Surgery Real-time instance segmentation of surgical instruments using attention and multi-scale feature fusion. August 19, 2022
Biomedical imaging | Pathology | Radiology FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation. March 25, 2022
Computer Vision | Medical Imaging | Radiology Meta-learning with implicit gradients in a few-shot setting for medical image segmentation. February 6, 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
Computer Vision | Gastroenterology An objective comparison of detection and segmentation algorithms for artefacts in clinical endoscopy. February 18, 2020