3 papers
cs.CV2026
XtraLight-MedMamba for Classification of Neoplastic Tubular Adenomas
Aqsa Sultana, Rayan Afsar, Ahmed Rahu +5
Accurate risk stratification of precancerous polyps during routine colonoscopy screening is a key strategy to reduce the incidence of colorectal cancer (CRC). However, assessment o…
cs.CV2026
Decoding Future Risk: Deep Learning Analysis of Tubular Adenoma Whole-Slide Images
Ahmed Rahu, Brian Shula, Brandon Combs +4
Colorectal cancer (CRC) remains a significant cause of cancer-related mortality, despite the widespread implementation of prophylactic initiatives aimed at detecting and removing p…
cs.CV2025
UltraLight Med-Vision Mamba for Classification of Neoplastic Progression in Tubular Adenomas
Aqsa Sultana, Nordin Abouzahra, Ahmed Rahu +5
Identification of precancerous polyps during routine colonoscopy screenings is vital for their excision, lowering the risk of developing colorectal cancer. Advanced deep learning a…