2 papers
eess.IV2026
Towards Whole-Study Screening for Congenital Heart Disease in Fetal Ultrasound Using Multiple Instance Learning
Mohamed Azzam, Ruobing Liu, Esther C. Ugwueke +8
Congenital heart disease (CHD) is the most common birth defect, yet a large fraction of cases remain undetected on prenatal ultrasound, in part because current artificial-intellige…
stat.ME2025
Model-free High Dimensional Mediator Selection with False Discovery Rate Control
Runqiu Wang, Ran Dai, Jieqiong Wang +5
There is a challenge in selecting high-dimensional mediators when the mediators have complex correlation structures and interactions. In this work, we frame the high-dimensional me…