Papers by Ziad Obermeyer
Characterizing the Value of Information in Medical Notes (2020.findings-emnlp)
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| Challenge: | Obtaining and analyzing information is critical for the diagnosis, prognosis, treatment, and prevention of disease. |
| Approach: | They propose a probing framework to select parts of notes that enable more accurate predictions than using all notes. |
| Outcome: | The proposed framework achieves better predictive performance with only 6.8% of all tokens for readmission prediction. |