Learning to Read Xray: Applications to Heart Failure Monitoring

Polina Golland, Massachusetts Institute of Technology

14.02.2023

4:00 pm - 6:00 pm

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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.

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Lecture • 13.10.2025 • Geschwister-Scholl-Platz 1, OG2, Raum M218

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Learning to Read Xray: Applications to Heart Failure Monitoring

Polina Golland, Massachusetts Institute of Technology

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