IEEE

Enhancing ICD-9 Code Prediction with BERT: A Multi-Label Classification Approach Using MIMIC-III Clinical Data

Abstract: This study addresses the challenge of accurately predicting ICD-9 codes from clinical notes in the MIMIC-III database, focusing on intensive care unit (ICU) records. Existing methods using ...
IEEE

Machine Learning–Based Hypertension Risk Stratification Using Logistic Regression and XGBoost

Abstract: Hypertension is a critical global health concern, necessitating accurate prediction models and effective prescription decisions to mitigate its risks. This study proposes a hybrid machine ...