[HTML][HTML] Retrieve and rerank for automated ICD coding via Contrastive Learning
Automated ICD coding is a multi-label prediction task aiming at assigning patient diagnoses
with the most relevant subsets of disease codes. In the deep learning regime, recent works …
with the most relevant subsets of disease codes. In the deep learning regime, recent works …
Automatic ICD-10-CM coding via Lambda-Scaled attention based deep learning model
SR Bhutto, M Zeng, K Niu, S Khoso, M Umar, G Lalley… - Methods, 2024 - Elsevier
Abstract The International Classification of Diseases (ICD) serves as a global healthcare
administration standard, with one of its editions being ICD-10-CM, an enhanced diagnostic …
administration standard, with one of its editions being ICD-10-CM, an enhanced diagnostic …
DILM-ICD: A Deep Iterative Learning Model for Automatic ICD Coding
Automatic International Classification of Disease (ICD) coding plays a crucial role in
assigning ICD codes to electronic medical records. This task presents a challenging multi …
assigning ICD codes to electronic medical records. This task presents a challenging multi …