Few Shot Learning for Rare Disease Diagnosis

Rare diseases affect 300-400 million people worldwide, yet each disease has very low prevalence, affecting no more than 50 per 100,000 individuals. Many patients with rare genetic conditions remain undiagnosed due to clinicians' lack of experience with the individual diseases and the considerab...

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Bibliographic Details
Main Author: Alsentzer, Emily
Other Authors: Kohane, Isaac
Format: Thesis
Published: Massachusetts Institute of Technology 2023
Online Access:https://hdl.handle.net/1721.1/147431
https://orcid.org/0000-0002-5370-1746