ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network

25 November 2019

Papers citing "ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network"

16 / 66 papers shown

Title
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 58 16 0 24 Jun 2021
A Pseudo Label-wise Attention Network for Automatic ICD Coding Yifan Wu Min Zeng Ying Yu Min Li 59 12 0 12 Jun 2021
Three-level Hierarchical Transformer Networks for Long-sequence and Multiple Clinical Documents Classification Yuqi Si Kirk Roberts 84 9 0 17 Apr 2021
Towards BERT-based Automatic ICD Coding: Limitations and Opportunities Damian Pascual Sandro Luck Roger Wattenhofer MedIm 73 55 0 14 Apr 2021
Multitask Recalibrated Aggregation Network for Medical Code Prediction Wei Sun Shaoxiong Ji Min Zhang Pekka Marttinen 82 9 0 02 Apr 2021
Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study Shaoxiong Ji M. Holtta Pekka Marttinen 104 75 0 11 Mar 2021
A Meta-embedding-based Ensemble Approach for ICD Coding Prediction P. Rajendran Alexandros Zenonos Josh Spear R. Pope 66 2 0 26 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 56 11 0 27 Jan 2021
PyHealth: A Python Library for Health Predictive Models Yue Zhao Zhi Qiao Cao Xiao Lucas Glass Jimeng Sun LM&MA VLM OOD AI4TS AI4MH 105 22 0 11 Jan 2021
Collaborative residual learners for automatic icd10 prediction using prescribed medications Yassien Shaalan Alexander Dokumentov Piyapong Khumrin K. Khwanngern Anawat Wisetborisu ... Nattapat Karaket Witthawin Achariyaviriya S. Auephanwiriyakul N. Theera-Umpon Terence Siganakis OOD 18 0 0 16 Dec 2020
Ensemble model for pre-discharge icd10 coding prediction Yassien Shaalan Alexander Dokumentov Piyapong Khumrin K. Khwanngern Anawat Wisetborisu ... Nattapat Karaket Witthawin Achariyaviriya S. Auephanwiriyakul N. Theera-Umpon Terence Siganakis 28 2 0 16 Dec 2020
Multi-label Few/Zero-shot Learning with Knowledge Aggregated from Multiple Label Graphs Jueqing Lu Lan Du Ming-Yuan Liu Joanna Dipnall 58 41 0 15 Oct 2020
Medical Code Assignment with Gated Convolution and Note-Code Interaction Shaoxiong Ji Shirui Pan Pekka Marttinen MedIm 103 18 0 14 Oct 2020
Dilated Convolutional Attention Network for Medical Code Assignment from Clinical Text Shaoxiong Ji Min Zhang Pekka Marttinen MedIm 68 35 0 30 Sep 2020
Predicting Multiple ICD-10 Codes from Brazilian-Portuguese Clinical Notes Arthur D. Reys Danilo Silva Daniel de Souza Severo Saulo D. S. Pedro Marcia M. de Souza e Sá Guilherme A. C. Salgado 41 12 0 29 Jul 2020