Knowledge Distillation for Interpretable Clinical Time Series Outcome Prediction
A common machine learning task in healthcare is to predict a patient’s final outcome given their history of vitals and treatments. For example, sepsis is a life-threatening condition that happens when the body has an extreme response to an infection. Treating sepsis is a complicated process, and we...
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| Format: | Thesis |
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Massachusetts Institute of Technology
2023
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| Online Access: | https://hdl.handle.net/1721.1/151355 |