35 citations · 41 across the 10 of their papers we have counts for
3 papers · 1 filter
Machine-Learning Based Detection of Coronary Artery Calcification Using Synthetic Chest X-Rays
Dylan Saeed, Ramtin Gharleghi, Susann Beier +1
Coronary artery calcification (CAC) is a strong predictor of cardiovascular events, with CT-based Agatston scoring widely regarded as the clinical gold standard. However, CT is cos…
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision
Jianning Li, Zongwei Zhou, Jiancheng Yang +154
Prior to the deep learning era, shape was commonly used to describe the objects. Nowadays, state-of-the-art (SOTA) algorithms in medical imaging are predominantly diverging from co…
Computed tomography coronary angiogram images, annotations and associated data of normal and diseased arteries
Ramtin Gharleghi, Dona Adikari, Katy Ellenberger +5
Computed Tomography Coronary Angiography (CTCA) is a non-invasive method to evaluate coronary artery anatomy and disease. CTCA is ideal for geometry reconstruction to create virtua…