Uhler, Caroline

Cross-modal autoencoder framework learns holistic representations of cardiovascular state

Radhakrishnan, A., Friedman, S. F., Khurshid, S., Ng, K., Batra, P., Lubitz, S. A., Philippakis, A. A., & Uhler, C. (2023) · Nature Communications

ECG Monitoring and AnalysisMachine Learning in Healthcare

Cited by 82

Causal Structure Learning: A Combinatorial Perspective

Squires, C., & Uhler, C. (2023) · Foundations of Computational Mathematics

Bayesian Modeling and Causal InferenceStatistical Methods and Inference

Cited by 31

Prediction of protein subcellular localization in single cells

Zhang, X., Tseo, Y., Bai, Y., Chen, F., & Uhler, C. (2024) · Nature Methods

Machine Learning in BioinformaticsCell Image Analysis Techniques

Cited by 25