We open-source an easy-to-use tool named AnEMIC, which provides a streamlined pipeline for preprocessing, training, and evaluating for automatic ICD coding. We ...
We open-source an easy-to-use tool named AnEMIC, which provides a streamlined pipeline for preprocessing, training, and evaluating for automatic ICD coding. We ...
It serves as a standardized benchmark for ICD cod- ing on MIMIC-III by correcting errors in existing datasets and providing popular deep learning-based models.
[PDF] AnEMIC: A Framework for Benchmarking ICD Coding Models
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An easy-to-use tool named AnEMIC is open-source, which provides a streamlined pipeline for preprocessing, training, and evaluating for automatic ICD coding, ...
Sep 22, 2024 · Our findings highlight that selectively cherry-picking ICD codes diminish retrieval performance without performance improvement over the ...
This code repository aims to provide a standardized benchmark of automatic diagnosis coding with the MIMIC-III database.
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Nov 29, 2022 · Abstract. Automatic International Classification of Diseases (ICD) coding aims to assign multiple ICD codes to a medical note.
AnEMIC: A framework for benchmarking ICD coding models. J Kim, A Sharma, S Shanbhogue, J Weiss, P Ravikumar. Proceedings of the 2022 Conference on Empirical ...
@ CMU. AnEMIC: A Framework for Benchmarking ICD Coding Models Juyong Kim, Abheesht Sharma, Suhas Shanbhogue, and Pradeep Ravikumar, and Jeremy C. Weiss