3 papers
eess.IV2026
EchoJEPA: A Latent Predictive Foundation Model for Echocardiography
Alif Munim, Adibvafa Fallahpour, Teodora Szasz +9
Foundation models for echocardiography often struggle to disentangle anatomical signal from the stochastic speckle and acquisition artifacts inherent to ultrasound. We present Echo…
physics.med-ph2025
Hybrid artificial intelligence echogenic components-based diagnosis of adnexal masses on ultrasound
Roni Yoeli-Bik, Heather M. Whitney, Hui Li +6
Background: Adnexal masses are heterogeneous and have varied sonographic presentations, making them difficult to diagnose correctly. Purpose: Our study aimed to develop an innovati…
physics.med-ph2025
AI analysis of medical images at scale as a health disparities probe: a feasibility demonstration using chest radiographs
Heather M. Whitney, Hui Li, Karen Drukker +2
Health disparities (differences in non-genetic conditions that influence health) can be associated with differences in burden of disease by groups within a population. Social deter…