63 citations · 135 across the 25 of their papers we have counts for
5 papers · 1 filter
YOLO11-4K: An Efficient Architecture for Real-Time Small Object Detection in 4K Panoramic Images
Huma Hafeez, Matthew Garratt, Jo Plested +2
The processing of omnidirectional 360-degree images poses significant challenges for object detection due to inherent spatial distortions, wide fields of view, and ultra-high-resol…
Predicting Coronary Artery Calcium Severity based on Non-Contrast Cardiac CT images using Deep Learning
Lachlan Nguyen, Aidan Cousins, Arcot Sowmya +2
Cardiovascular disease causes high rates of mortality worldwide. Coronary artery calcium (CAC) scoring is a powerful tool to stratify the risk of atherosclerotic cardiovascular dis…
GazeDETR: Gaze Detection using Disentangled Head and Gaze Representations
Ryan Anthony Jalova de Belen, Gelareh Mohammadi, Arcot Sowmya
Gaze communication plays a crucial role in daily social interactions. Quantifying this behavior can help in human-computer interaction and digital phenotyping. While end-to-end mod…
LWT-ARTERY-LABEL: A Lightweight Framework for Automated Coronary Artery Identification
Shisheng Zhang, Ramtin Gharleghi, Sonit Singh +4
Coronary artery disease (CAD) remains the leading cause of death globally, with computed tomography coronary angiography (CTCA) serving as a key diagnostic tool. However, coronary…
GRAPHITE: Graph-Based Interpretable Tissue Examination for Enhanced Explainability in Breast Cancer Histopathology
Raktim Kumar Mondol, Ewan K. A. Millar, Peter H. Graham +3
Explainable AI (XAI) in medical histopathology is essential for enhancing the interpretability and clinical trustworthiness of deep learning models in cancer diagnosis. However, th…