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Towards Automated ICD Coding Using Deep Learning

11 November 2017

Papers citing "Towards Automated ICD Coding Using Deep Learning"

26 / 26 papers shown

Title
Automated Clinical Coding for Outpatient Departments Viktor Schlegel Abhinav Ramesh Kashyap Thanh-Tung Nguyen Tsung-Han Yang Vijay Prakash Dwivedi Wei-Hsian Yin Jeng Wei Stefan Winkle 81 1 0 21 Dec 2023
Effective Medical Code Prediction via Label Internal Alignment Guodong Liu OffRL 38 0 0 09 May 2023
HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding Shi Wang Daniel Tang Luchen Zhang Huilin Li Ding-Jung Han 60 10 0 09 Dec 2022
An Automatic ICD Coding Network Using Partition-Based Label Attention Daeseong Kim Haanju Yoo Sewon Kim 91 5 0 15 Nov 2022
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding Weiming Ren Ruijing Zeng Tong Wu Tianshu Zhu Rahul G. Krishnan 266 6 0 03 Aug 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models Chao-Wei Huang Shang-Chi Tsai Yun-Nung Chen 90 51 0 12 Jul 2022
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding Leibo Liu Óscar Pérez Anthony N. Nguyen Vicki Bennett Louisa R Jorm 66 25 0 22 Apr 2022
Revisiting Transformer-based Models for Long Document Classification Xiang Dai Ilias Chalkidis S. Darkner Desmond Elliott VLM 69 69 0 14 Apr 2022
A Label Dependence-aware Sequence Generation Model for Multi-level Implicit Discourse Relation Recognition Changxing Wu Liuwen Cao Yubin Ge Yang Liu Min Zhang Jinsong Su 57 32 0 22 Dec 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification M. Feucht Zhiliang Wu Sophia Althammer Volker Tresp 77 19 0 24 Sep 2021
A Systematic Literature Review of Automated ICD Coding and Classification Systems using Discharge Summaries R. Kaur J. A. Ginige O. Obst 74 23 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 48 6 0 08 Jul 2021
Modeling Diagnostic Label Correlation for Automatic ICD Coding Shang-Chi Tsai Chaorui Huang Yun-Nung Chen 53 16 0 24 Jun 2021
A Pseudo Label-wise Attention Network for Automatic ICD Coding Yifan Wu Min Zeng Ying Yu Min Li 48 11 0 12 Jun 2021
Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration Betty van Aken Jens-Michalis Papaioannou M. Mayrdorfer Klemens Budde Felix Alexander Gers Alexander Loser 54 73 0 08 Feb 2021
Inheritance-guided Hierarchical Assignment for Clinical Automatic Diagnosis Yichao Du Pengfei Luo Xudong Hong Tong Xu Zhe Zhang Chao Ren Yi Zheng Enhong Chen 53 11 0 27 Jan 2021
An Explainable CNN Approach for Medical Codes Prediction from Clinical Text Shuyuan Hu Fei Teng OOD FAtt 64 31 0 14 Jan 2021
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 103 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 115 28 0 12 Jun 2020
BERT-XML: Large Scale Automated ICD Coding Using BERT Pretraining Zachariah Zhang Jingshu Liu N. Razavian 64 74 0 26 May 2020
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network Fei Li Hong-ye Yu 72 169 0 25 Nov 2019
Interpretable ICD Code Embeddings with Self- and Mutual-Attention Mechanisms Dixin Luo Hongteng Xu Lawrence Carin 22 5 0 13 Jun 2019
Learning Hierarchical Representations of Electronic Health Records for Clinical Outcome Prediction Luchen Liu Haoran Li Zhiting Hu Haoran Shi Zichang Wang Jian Tang Ming Zhang BDL 54 29 0 20 Mar 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 Xing 77 109 0 31 Oct 2018
Distilled Wasserstein Learning for Word Embedding and Topic Modeling Hongteng Xu Wenlin Wang Wen Liu Lawrence Carin MedIm FedML 89 86 0 12 Sep 2018
Machine learning 2.0 : Engineering Data Driven AI Products James Max Kanter B. Schreck K. Veeramachaneni SyDa AI4TS 10 4 0 01 Jul 2018