A Diagnostic and Prescriptive Conformal Prediction Framework: Applied to Sleep Disorders
We propose a novel predictive framework for the future diagnoses and treatments of patients with neurological conditions, specifically patients with sleep disorders, given their clinical history. Via the use of a conformal algorithm with a classifier as its base model, we are able to utilize a patie...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2024
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| Online Access: | https://hdl.handle.net/1721.1/155919 |