1.
Stud Health Technol Inform
; 302: 821-822, 2023 May 18.
Article
in English
| MEDLINE
| ID: mdl-37203505
ABSTRACT
Predicting important outcomes in patients with complex medical conditions using multimodal electronic medical records remains challenge. We trained a machine learning model to predict the inpatient prognosis of cancer patients using EMR data with Japanese clinical text records, which has been considered difficult due to its high context. We confirmed high accuracy of the mortality prediction model using clinical text in addition to other clinical data, suggesting applicability of this method to cancer.