Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment

27 September 2017

Tal Baumel

Jumana Nassour-Kassis

Papers citing "Multi-Label Classification of Patient Notes a Case Study on ICD Code Assignment"

21 / 21 papers shown

Title
Copy Recurrent Neural Network Structure Network Xiaofan Zhou Xunzhu Tang 19 0 0 22 May 2023
Multi label classification of Artificial Intelligence related patents using Modified D2SBERT and Sentence Attention mechanism Yongmin Yoo Tak-Sung Heo D. Lim Deaho Seo 19 5 0 03 Mar 2023
Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models Leibo Liu O. Perez-Concha Anthony N. Nguyen Vicki Bennett Louisa R Jorm 32 18 0 12 Dec 2022
HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding Shi Wang Daniel Tang Luchen Zhang Huilin Li Ding-Jung Han 24 10 0 09 Dec 2022
EDEN : An Event DEtection Network for the annotation of Breast Cancer recurrences in administrative claims data Elise Dumas A. Hamy S. Houzard Eva Hernandez A. Toussaint ... M. Saint-Ghislain B. Grandal Eric Daoud F. Reyal Chloé-Agathe Azencott OOD 13 2 0 15 Nov 2022
BERT for Long Documents: A Case Study of Automated ICD Coding Arash Afkanpour Shabir Adeel H. Bassani Arkady Epshteyn Hongbo Fan ... Sanjana Woonna S. Zamani Elli Kanal M. Fomitchev Donny Cheung 44 14 0 04 Nov 2022
Artificial Intelligence for In Silico Clinical Trials: A Review Zifeng Wang Chufan Gao Lucas Glass Jimeng Sun 33 12 0 16 Sep 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models Chao-Wei Huang Shang-Chi Tsai Yun-Nung Chen 40 49 0 12 Jul 2022
Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations Qingyu Chen Alexis Allot Robert Leaman Rezarta Islamaj Dougan Jingcheng Du ... S. Pujari Mariia Chizhikova Naveen Sivadasan Naveen Sivadasan Zhiyong Lu 19 30 0 20 Apr 2022
A Unified Review of Deep Learning for Automated Medical Coding Shaoxiong Ji Wei Sun Xiaobo Li Hang Dong Ara Taalas Yijia Zhang Honghan Wu Esa Pitkänen Pekka Marttinen AI4TS MedIm 26 27 0 08 Jan 2022
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 19 154 0 07 Jul 2021
Multi-target prediction for dummies using two-branch neural networks Dimitrios Iliadis B. De Baets Willem Waegeman 17 9 0 19 Apr 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
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 27 18 0 14 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
Extreme Classification via Adversarial Softmax Approximation Robert Bamler Stephan Mandt 24 23 0 15 Feb 2020
Fast Prototyping a Dialogue Comprehension System for Nurse-Patient Conversations on Symptom Monitoring Zhengyuan Liu Jia Hui Hazel Lim Nur Farah Ain Binte Sahimi Shao Chuen Tong Sharon Ong ... M. Macdonald Savitha Ramasamy Pavitra Krishnaswamy W. Chow Nancy F. Chen 21 24 0 08 Mar 2019
SECNLP: A Survey of Embeddings in Clinical Natural Language Processing Katikapalli Subramanyam Kalyan S. Sangeetha 17 82 0 04 Mar 2019
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wei Liu Lawrence Carin MedIm FedML 32 84 0 12 Sep 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes Jingshu Liu Zachariah Zhang N. Razavian 29 105 0 15 Aug 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 18 567 0 15 Feb 2018