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Explainable Prediction of Medical Codes …
- https://aclanthology.org/N18-1100/
- We present an attentional convolutional network that predicts medical codes from clinical text. …
Explainable Prediction of Medical Codes from …
- https://arxiv.org/pdf/1802.05695.pdf
- prediction of ICD codes from clinical notes an es- pecially difficult task, for computers and human coders alike (Birman-Deych et al.,2005). In this application paper, we develop …
Explainable Prediction of Medical Codes from …
- https://aclanthology.org/N18-1100.pdf
- prediction of ICD codes from clinical notes an es-pecially di˚cult task, for computers and human coders alike (Birman-Deych et al.,2005). In this application paper, we develop …
An explainable CNN approach for medical codes …
- https://bmcmedinformdecismak.biomedcentral.com/articles/10.1186/s12911-021-01615-6
- The per-label attention mechanism we referred extract snippet from the text as automatically generated explanation of the prediction in the same medical codes …
An explainable CNN approach for medical codes …
- https://pubmed.ncbi.nlm.nih.gov/34789241/
- Two specific challenges of this task are (1) given an annotated clinical notes, the reasons behind specific diagnoses and treatments are implicit; (2) explainability is …
Medical Code Prediction | Papers With Code
- https://paperswithcode.com/task/medical-code-prediction
- The medical code prediction problem is to annotate this clinical note with multiple codes subset from nearly 70K total codes (in the current ICD-10 system, for example). …
Title: Explainable Prediction of Medical Codes from …
- http://export.arxiv.org/abs/1802.05695
- We present an attentional convolutional network that predicts medical codes from clinical text. Our method aggregates information across the document using a …
jamesmullenbach/caml-mimic: multilabel …
- https://github.com/jamesmullenbach/caml-mimic
- Code for the paper Explainable Prediction of Medical Codes from Clinical Text. Dependencies Python 3.6, though 2.7 should hopefully work as well …
Explainable Prediction of Medical Codes …
- https://paperswithcode.com/paper/explainable-prediction-of-medical-codes-from
- NAACL 2018 · James Mullenbach , Sarah Wiegreffe , Jon Duke , Jimeng Sun , Jacob Eisenstein ·. Edit social preview. Clinical notes are text documents that are created by …
Explainable Prediction of Medical Codes from Clinical Text
- https://www.researchgate.net/publication/323217277_Explainable_Prediction_of_Medical_Codes_from_Clinical_Text
- Explainable Prediction of Medical Codes from Clinical Text February 2018 Authors: James Mullenbach Sarah Wiegreffe J. Sun Show all 5 authors Abstract …
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