4 papers · 1 filter
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…
PoseGaussian: Pose-Driven Novel View Synthesis for Robust 3D Human Reconstruction
Ju Shen, Chen Chen, Tam V. Nguyen +1
We propose PoseGaussian, a pose-guided Gaussian Splatting framework for high-fidelity human novel view synthesis. Human body pose serves a dual purpose in our design: as a structur…
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…
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…