Explainable Prediction of Medical Codes from Clinical Text

15 February 2018

Jimeng Sun

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

25 / 75 papers shown

Title
PyEuroVoc: A Tool for Multilingual Legal Document Classification with EuroVoc Descriptors Andrei-Marius Avram V. Pais D. Tufis AILaw VLM 24 17 0 02 Aug 2021
Trustworthy AI: A Computational Perspective Haochen Liu Yiqi Wang Wenqi Fan Xiaorui Liu Yaxin Li Shaili Jain Yunhao Liu Anil K. Jain Jiliang Tang FaML 104 196 0 12 Jul 2021
Parameter Selection: Why We Should Pay More Attention to It Jie-Jyun Liu Tsung-Han Yang Si-An Chen Chih-Jen Lin 33 6 0 08 Jul 2021
Neural Natural Language Processing for Unstructured Data in Electronic Health Records: a Review Irene Z Li Jessica Pan Jeremy Goldwasser Neha Verma Wai Pan Wong ... Matthew Zhang David Chang R. Taylor H. Krumholz Dragomir R. Radev BDL 21 154 0 07 Jul 2021
TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding Biplob Biswas Thai-Hoang Pham Ping Zhang 21 29 0 28 Mar 2021
AIST: An Interpretable Attention-based Deep Learning Model for Crime Prediction Yeasir Rayhan T. Hashem 24 22 0 16 Dec 2020
Cross-Loss Influence Functions to Explain Deep Network Representations Andrew Silva Rohit Chopra Matthew C. Gombolay TDI 21 15 0 03 Dec 2020
Improving Clinical Outcome Predictions Using Convolution over Medical Entities with Multimodal Learning Batuhan Bardak Mehmet Tan 23 35 0 24 Nov 2020
Large Scale Legal Text Classification Using Transformer Models Zein Shaheen G. Wohlgenannt Erwin Filtz AILaw 32 67 0 24 Oct 2020
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 30 18 0 14 Oct 2020
An Empirical Study on Large-Scale Multi-Label Text Classification Including Few and Zero-Shot Labels Ilias Chalkidis Manos Fergadiotis Sotiris Kotitsas Prodromos Malakasiotis Nikolaos Aletras Ion Androutsopoulos VLM AI4TS 25 84 0 04 Oct 2020
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 29 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 20 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 27 175 0 23 Sep 2019
Representation Learning for Electronic Health Records W. Weng Peter Szolovits 33 19 0 19 Sep 2019
Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations Xiang Yue Zhen Wang Jingong Huang Srinivasan Parthasarathy Soheil Moosavinasab Yungui Huang S. Lin Wen Zhang Ping Zhang Huan Sun GNN 15 325 0 12 Jun 2019
Large-Scale Multi-Label Text Classification on EU Legislation Ilias Chalkidis Manos Fergadiotis Prodromos Malakasiotis Ion Androutsopoulos AILaw 13 212 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 31 1,299 0 26 Feb 2019
PadChest: A large chest x-ray image dataset with multi-label annotated reports A. Bustos A. Pertusa J. M. Salinas M. Iglesia-Vayá LM&MA 17 603 0 22 Jan 2019
Medical code prediction with multi-view convolution and description-regularized label-dependent attention Najmeh Sadoughi Greg P. Finley James Fone Vignesh Murali M. Korenevsky Slava Baryshnikov Nico Axtmann Mark Miller D. Suendermann-Oeft MedIm 14 14 0 05 Nov 2018
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 Xing 16 109 0 31 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wei Liu Lawrence Carin MedIm FedML 35 84 0 12 Sep 2018
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 270 13,368 0 25 Aug 2014