1 citations · 1 across the 5 of their papers we have counts for
3 papers · 1 filter
Lesion Detection in CT with Frozen Self-Distilled Features: SALT, a Spatially Adaptive Label-Guided Temperature
Mahmut S. Gokmen, Evan W. Damron, Mitchell A. Klusty +3
Self-supervised pretraining objectives are spatially uniform: the teacher temperature and the per-patch loss weight are identical everywhere in the image, so a lesion a few patches…
DALE-CT: Depth-Aware 2D Slice Encoders Learn an Anatomical World Model of Chest CT
Evan W. Damron, Mahmut S. Gokmen, Mitchell A. Klusty +3
Chest CT is among the highest-volume imaging exams in medicine, yet expert voxel-level annotations are scarce and costly, motivating encoders that learn directly from unlabeled sca…
A Framework for Cross-Domain Generalization in Coronary Artery Calcium Scoring Across Gated and Non-Gated Computed Tomography
Mahmut S. Gokmen, Moneera N. Haque, Steve W. Leung +6
Coronary artery calcium (CAC) scoring is a key predictor of cardiovascular risk, but it relies on ECG-gated CT scans, restricting its use to specialized cardiac imaging settings. W…