Learning to Read Xray: Applications to Heart Failure Monitoring

Polina Golland, Massachusetts Institute of Technology

14.02.2023

4:00 pm - 6:00 pm

Zoom

We propose a novel method for image classification using limited labels. Leveraging radiology reports, we create a multimodal embedding for classification, demonstrated in assessing pulmonary edema severity in congestive heart failure.

#lecture

Subscribe to RSS Events feed

Colloquium • 12.11.2025 • LMU Department of Statistics and via zoom

Causal Inference Based on Machine Learning for Complex Longitudinal Exposures

12.11.25, 4:15-5:45 pm: Iván Diaz and Herb Sussman from the New York University.

Learning to Read Xray: Applications to Heart Failure Monitoring

Polina Golland, Massachusetts Institute of Technology

Related