Explainable Prediction of Medical Codes from Clinical Text

Explainable Prediction of Medical Codes from Clinical Text

15 February 2018

Sarah Wiegreffe

Jimeng Sun

Jacob Eisenstein

Papers citing "Explainable Prediction of Medical Codes from Clinical Text"

11 / 61 papers shown

Title
Experimental Evaluation and Development of a Silver-Standard for the MIMIC-III Clinical Coding Dataset Thomas Searle Zina M. Ibrahim Richard J. B. Dobson 19 27 0 12 Jun 2020
Explainable Prediction of Adverse Outcomes Using Clinical Notes Justin Lovelace N. Hurley A. Haimovich B. Mortazavi BDL FAtt 18 2 0 30 Oct 2019
Constructing Artificial Data for Fine-tuning for Low-Resource Biomedical Text Tagging with Applications in PICO Annotation Gaurav Singh Zahra Sabet John Shawe-Taylor James Thomas 15 7 0 21 Oct 2019
Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings Gregor Wiedemann Steffen Remus Avi Chawla Chris Biemann 19 174 0 23 Sep 2019
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations Xiang Yue Zhen Wang Jingong Huang S. Parthasarathy Soheil Moosavinasab Yungui Huang S. Lin Wen Zhang Ping Zhang Huan Sun GNN 13 325 0 12 Jun 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 11 212 0 05 Jun 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 0 04 Mar 2019
Attention is not Explanation Sarthak Jain Byron C. Wallace FAtt 29 1,298 0 26 Feb 2019
Multimodal Machine Learning for Automated ICD Coding Keyang Xu Mike Lam Jingzhi Pang Xin Gao Charlotte Band ... A. Khanna J. Cywinski K. Maheshwari P. Xie Eric P. Xing 11 109 0 31 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang W. Liu Lawrence Carin MedIm FedML 27 84 0 12 Sep 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 255 13,364 0 25 Aug 2014