Machine Learning for Automated Mitral Regurgitation Detection from Cardiac Imaging

no code implementations • 7 Oct 2023 • Ke Xiao, Erik Learned-Miller, Evangelos Kalogerakis, James Priest, Madalina Fiterau

Mitral regurgitation (MR) is a heart valve disease with potentially fatal consequences that can only be forestalled through timely diagnosis and treatment.

Multi-Resolution Weak Supervision for Sequential Data

no code implementations • NeurIPS 2019 • Frederic Sala, Paroma Varma, Jason Fries, Daniel Y. Fu, Shiori Sagawa, Saelig Khattar, Ashwini Ramamoorthy, Ke Xiao, Kayvon Fatahalian, James Priest, Christopher Ré

Multi-resolution sources exacerbate this challenge due to complex correlations and sample complexity that scales in the length of the sequence.