Due to this nature, the multi-label text classification task is often considered to be more challenging compared to the binary or multi-class text classification problems.
FEATURE ENGINEERING MULTI-LABEL CLASSIFICATION MULTI-LABEL CLASSIFICATION OF BIOMEDICAL TEXTS MULTI-LABEL TEXT CLASSIFICATION
Conclusion: A set of standard metrics was utilized in assessing the performance of ICD-9 code assignment on MIMIC-III dataset.
Ranked #1 on
Multi-Label Text Classification
on MIMIC-III
MULTI-LABEL CLASSIFICATION MULTI-LABEL CLASSIFICATION OF BIOMEDICAL TEXTS MULTI-LABEL TEXT CLASSIFICATION
ICD coding from electronic clinical records is a manual, time-consuming and expensive process.