Towards BERT-based Automatic ICD Coding: Limitations and Opportunities

Towards BERT-based Automatic ICD Coding: Limitations and Opportunities

14 April 2021

Roger Wattenhofer

Papers citing "Towards BERT-based Automatic ICD Coding: Limitations and Opportunities"

11 / 11 papers shown

Title
MKE-Coder: Multi-Axial Knowledge with Evidence Verification in ICD Coding for Chinese EMRs Xinxin You Xien Liu Xue Yang Ziyi Wang Ji Wu 51 0 0 19 Feb 2025
CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning Junyu Luo Xiaochen Wang Jiaqi Wang Aofei Chang Yaqing Wang Fenglong Ma 30 7 0 24 Feb 2024
A Multi-View Joint Learning Framework for Embedding Clinical Codes and Text Using Graph Neural Networks Lecheng Kong C. King Bradley A. Fritz Yixin Chen 14 1 0 27 Jan 2023
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt Zhichao Yang Sunjae Kwon Zonghai Yao Hongfeng Yu 26 17 0 24 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
Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding Zhichao Yang Shufan Wang Bhanu Pratap Singh Rawat Avijit Mitra Hong-ye Yu 121 49 0 07 Oct 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
Revisiting Transformer-based Models for Long Document Classification Xiang Dai Ilias Chalkidis S. Darkner Desmond Elliott VLM 25 68 0 14 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 41 27 0 08 Jan 2022
Description-based Label Attention Classifier for Explainable ICD-9 Classification M. Feucht Zhiliang Wu Sophia Althammer Volker Tresp 22 18 0 24 Sep 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 304 6,996 0 20 Apr 2018