Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding

22 April 2022

Papers citing "Hierarchical Label-wise Attention Transformer Model for Explainable ICD Coding"

8 / 8 papers shown

Title
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 Comprehensive Review of Generative AI in Healthcare Yasin Shokrollahi Sahar Yarmohammadtoosky Matthew M. Nikahd Pengfei Dong Xianqi Li Linxia Gu MedIm AI4CE 29 19 0 01 Oct 2023
A Two-Stage Decoder for Efficient ICD Coding Thanh-Tung Nguyen Viktor Schlegel Abhinav Ramesh Kashyap Stefan Winkler 19 8 0 27 May 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 38 18 0 12 Dec 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
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 288 2,023 0 28 Jul 2020
Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation Kexin Huang Abhishek Singh Sitong Chen E. Moseley Chih-ying Deng Naomi George C. Lindvall 61 57 0 27 Dec 2019
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 317 31,297 0 16 Jan 2013