Papers Medical Codes Prediction
“Medical Codes Prediction” 태그가 달린 논문 3편 · 필터 해제
Medical Codes Prediction from Clinical Notes: From Human Coders to Machines
2022-10-30
· Byung-Hak Kim
Prediction of medical codes from clinical notes is a practical and essential need for every healthcare delivery organization within current medical systems. Automating annotation will save significant time and excessive …
Medical Codes PredictionPredictionCan Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
2022-10-28
· Byung-Hak Kim, Zhongfen Deng, Philip S. Yu, Varun Ganapathi
The medical codes prediction problem from clinical notes has received substantial interest in the NLP community, and several recent studies have shown the state-of-the-art (SOTA) code prediction results of full-fledged d…
Knowledge DistillationMedical Code PredictionMedical Codes PredictionPredictionAn Explainable CNN Approach for Medical Codes Prediction from Clinical Text
2021-01-14
· Shu Yuan Hu, Fei Teng
Method: We develop CNN-based methods for automatic ICD coding based on clinical text from intensive care unit (ICU) stays. We come up with the Shallow and Wide Attention convolutional Mechanism (SWAM), which allows our m…
AttributeDocument ClassificationMedical Code PredictionMedical Codes Prediction
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