2 papers
cs.LG2024
Weakly-Supervised Multimodal Learning on MIMIC-CXR
Andrea Agostini, Daphné Chopard, Yang Meng +5
Multimodal data integration and label scarcity pose significant challenges for machine learning in medical settings. To address these issues, we conduct an in-depth evaluation of t…
eess.IV2023
M(otion)-mode Based Prediction of Ejection Fraction using Echocardiograms
Ece Ozkan, Thomas M. Sutter, Yurong Hu +2
Early detection of cardiac dysfunction through routine screening is vital for diagnosing cardiovascular diseases. An important metric of cardiac function is the left ventricular ej…