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

Hybrid CNN-Based Transfer Learning Enhances Brain Tumor Classification on MRI Images

Abstract: Brain tumors are among the deadliest diseases worldwide and require early and accurate diagnosis via Magnetic Resonance Imaging (MRI). Deep learning techniques, particularly convolutional ...