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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.
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
ICD coding from electronic clinical records is a manual, time-consuming and expensive process.