An Automatic ICD Coding Network Using Partition-Based Label Attention

15 November 2022

Papers citing "An Automatic ICD Coding Network Using Partition-Based Label Attention"

17 / 17 papers shown

Title
Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding Leibo Liu Óscar Pérez Anthony N. Nguyen Vicki Bennett Louisa R Jorm 59 25 0 22 Apr 2022
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 220 91 0 27 Jan 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 83 29 0 08 Jan 2022
Multitask Balanced and Recalibrated Network for Medical Code Prediction Wei Sun Shaoxiong Ji Min Zhang Pekka Marttinen 81 15 0 06 Sep 2021
TransICD: Transformer Based Code-wise Attention Model for Explainable ICD Coding Biplob Biswas Thai-Hoang Pham Ping Zhang 83 29 0 28 Mar 2021
Does the Magic of BERT Apply to Medical Code Assignment? A Quantitative Study Shaoxiong Ji M. Holtta Pekka Marttinen 74 74 0 11 Mar 2021
Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation Hang Dong Víctor Suárez-Paniagua W. Whiteley Honghan Wu 55 71 0 29 Oct 2020
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics Thanh Tien Vu Dat Quoc Nguyen Anthony N. Nguyen 67 75 0 21 Apr 2020
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network Fei Li Hong-ye Yu 56 168 0 25 Nov 2019
Hierarchical Transformers for Long Document Classification R. Pappagari Piotr Żelasko Jesús Villalba Yishay Carmiel Najim Dehak 82 245 0 23 Oct 2019
XLNet: Generalized Autoregressive Pretraining for Language Understanding Zhilin Yang Zihang Dai Yiming Yang J. Carbonell Ruslan Salakhutdinov Quoc V. Le AI4CE 236 8,447 0 19 Jun 2019
BioBERT: a pre-trained biomedical language representation model for biomedical text mining Jinhyuk Lee Wonjin Yoon Sungdong Kim Donghyeon Kim Sunkyu Kim Chan Ho So Jaewoo Kang OOD 180 5,672 0 25 Jan 2019
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 88 574 0 15 Feb 2018
Towards Automated ICD Coding Using Deep Learning Haoran Shi P. Xie Zhiting Hu Ming Zhang Eric Xing 43 142 0 11 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 787 132,454 0 12 Jun 2017
A Structured Self-attentive Sentence Embedding Zhouhan Lin Minwei Feng Cicero Nogueira dos Santos Mo Yu Bing Xiang Bowen Zhou Yoshua Bengio 117 2,141 0 09 Mar 2017