Clinical Admission Notes from MIMIC-III

홈페이지 · 논문 2편

This dataset is created from MIMIC-III (Medical Information Mart for Intensive Care III) and contains simulated patient admission notes. The clinical notes contain information about a patient at admission time to the ICU and are labelled for four outcome prediction tasks: Diagnoses at discharge, procedures performed, in-hospital mortality and length-of-stay. To obtain the data one first has to gain access to the MIMIC-III dataset and then run the scripts introduced in the linked repository.

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벤치마크

Mortality Prediction on Clinical Admission Notes from MIMIC-III 결과 9개

Length-of-Stay prediction on Clinical Admission Notes from MIMIC-III 결과 3개

Medical Procedure on Clinical Admission Notes from MIMIC-III 결과 3개

Medical Diagnosis on Clinical Admission Notes from MIMIC-III 결과 2개