Learning to read x-ray: applications to heart failure monitoring

Add to your list(s) Download to your calendar using vCal

• Polina Golland, MIT
• Monday 12 June 2023, 11:00-12:00
• Meeting Room 2, Pavilion A, Centre for Mathematical Sciences.

If you have a question about this talk, please contact Paula Smith.

We propose and demonstrate a novel approach to training image classification models based on large collections of images with limited labels. We take advantage of availability of radiology reports to construct joint multimodal embedding that serves as a basis for classification. We demonstrate the advantages of this approach in application to assessment of pulmonary edema severity in congestive heart failure that motivated the development of the method.

This talk is part of the CMIH Hub seminar series series.

This talk is included in these lists:

• All CMS events
• CMIH Hub seminar series
• Cambridge Centre for Data-Driven Discovery (C2D3)
• Cambridge talks
• Chris Davis' list
• Interested Talks
• Meeting Room 2, Pavilion A, Centre for Mathematical Sciences
• Trust & Technology Initiative - interesting events
• bld31
• ndk22's list
• ob366-ai4er
• rp587

Note that ex-directory lists are not shown.