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"

50 / 66 papers shown

Title
A General Knowledge Injection Framework for ICD Coding Xu Zhang Kun Zhang Wenxin Ma Rongsheng Wang Chenxu Wu Yingtai Li S.Kevin Zhou 17 0 0 24 May 2025
LLM Library Learning Fails: A LEGO-Prover Case Study Ian Berlot-Attwell Frank Rudzicz Xujie Si ELM 51 0 0 03 Apr 2025
RuCCoD: Towards Automated ICD Coding in Russian A. Nesterov Andrey Sakhovskiy Ivan Sviridov Airat Valiev Vladimir Makharev Petr Anokhin Galina Zubkova E. Tutubalina 148 0 0 28 Feb 2025
NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text Prajwal Kailas Max Homilius Rahul C. Deo Calum A. MacRae 167 0 0 16 Dec 2024
Large Language Model in Medical Informatics: Direct Classification and Enhanced Text Representations for Automatic ICD Coding Zeyd Boukhers AmeerAli Khan Qusai Ramadan Cong Yang 45 1 0 11 Nov 2024
Don't Just Pay Attention, PLANT It: Transfer L2R Models to Fine-tune Attention in Extreme Multi-Label Text Classification Debjyoti Saharoy J. Aslam Virgil Pavlu VLM 86 0 0 30 Oct 2024
Weakly-supervised diagnosis identification from Italian discharge letters Vittorio Torri Elisa Barbieri Anna Cantarutti Carlo Giaquinto Francesca Ieva 58 0 0 19 Oct 2024
A Novel Method to Metigate Demographic and Expert Bias in ICD Coding with Causal Inference Bin Zhang Junli Wang CML 90 0 0 18 Oct 2024
DILA: Dictionary Label Attention for Mechanistic Interpretability in High-dimensional Multi-label Medical Coding Prediction John Wu David Wu Jimeng Sun 392 0 0 16 Sep 2024
FlexCare: Leveraging Cross-Task Synergy for Flexible Multimodal Healthcare Prediction Muhao Xu Zhenfeng Zhu Youru Li Shuai Zheng Yawei Zhao Kunlun He Yao Zhao 77 1 0 17 Jun 2024
Multi-stage Retrieve and Re-rank Model for Automatic Medical Coding Recommendation Xindi Wang Robert E. Mercer Frank Rudzicz 68 3 0 29 May 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification Xindi Wang Robert E. Mercer Frank Rudzicz 44 1 0 29 May 2024
Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records Mireia Hernandez Caralt Clarence Boon Liang Ng Marek Rei 65 1 0 19 May 2024
DMON: A Simple yet Effective Approach for Argument Structure Learning Wei Sun Mingxiao Li Jingyuan Sun Jesse Davis Marie-Francine Moens 76 0 0 02 May 2024
Time-aware Heterogeneous Graph Transformer with Adaptive Attention Merging for Health Event Prediction Shibo Li Hengliang Cheng Weihua Li 68 0 0 23 Apr 2024
Exploring LLM Multi-Agents for ICD Coding Rumeng Li Xun Wang Hong Yu 96 7 0 01 Apr 2024
ClinicalMamba: A Generative Clinical Language Model on Longitudinal Clinical Notes Zhichao Yang Avijit Mitra Sunjae Kwon Hong-ye Yu 90 23 0 09 Mar 2024
CoRelation: Boosting Automatic ICD Coding Through Contextualized Code Relation Learning Junyu Luo Xiaochen Wang Jiaqi Wang Aofei Chang Yaqing Wang Fenglong Ma 81 9 0 24 Feb 2024
Accurate and Well-Calibrated ICD Code Assignment Through Attention Over Diverse Label Embeddings Gonccalo Gomes I. Coutinho Chrysoula Zerva 41 4 0 05 Feb 2024
Can GPT-3.5 Generate and Code Discharge Summaries? Matúvs Falis Aryo Pradipta Gema Hang Dong Luke Daines Siddharth Basetti Michael Holder Rose S Penfold Alexandra Birch Beatrice Alex MedIm 92 14 0 24 Jan 2024
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation Rui Yang Qingcheng Zeng Keen You Yujie Qiao Lucas Huang ... Dragomir R. Radev Zhiyong Lu Hua Xu Qingyu Chen Irene Li ELM LM&MA 54 3 0 28 Nov 2023
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning C. Lu Chandan K. Reddy Ping Wang Yue Ning 79 2 0 14 Oct 2023
DKEC: Domain Knowledge Enhanced Multi-Label Classification for Diagnosis Prediction Xueren Ge Satpathy Abhishek Ronald D. Williams John A. Stankovic H. Alemzadeh 69 3 0 10 Oct 2023
MHLAT: Multi-hop Label-wise Attention Model for Automatic ICD Coding Junwen Duan Han Jiang Ying Yu 74 2 0 16 Sep 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 74 3 0 16 Aug 2023
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding Zichen Liu Xuyuan Liu Yanlong Wen Guoqing Zhao Fen Xia Xiaojie Yuan 70 7 0 29 May 2023
A Two-Stage Decoder for Efficient ICD Coding Thanh-Tung Nguyen Viktor Schlegel Abhinav Ramesh Kashyap Stefan Winkler 71 9 0 27 May 2023
Copy Recurrent Neural Network Structure Network Xiaofan Zhou Xunzhu Tang 64 0 0 22 May 2023
Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification Thanh-Tung Nguyen Viktor Schlegel Abhinav Ramesh Kashyap Stefan Winkler Shao-Syuan Huang Jie-Jyun Liu Chih-Jen Lin 56 15 0 27 Apr 2023
Automated Medical Coding on MIMIC-III and MIMIC-IV: A Critical Review and Replicability Study Joakim Edin Alexander Junge Jakob Drachmann Havtorn Lasse Borgholt Maria Maistro Tuukka Ruotsalo Lars Maaløe 78 39 0 21 Apr 2023
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 67 1 0 27 Jan 2023
Improving Text-based Early Prediction by Distillation from Privileged Time-Series Text Jinghui Liu Daniel Capurro Anthony N. Nguyen Karin Verspoor AI4TS 42 3 0 26 Jan 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 80 19 0 12 Dec 2022
HieNet: Bidirectional Hierarchy Framework for Automated ICD Coding Shi Wang Daniel Tang Luchen Zhang Huilin Li Ding-Jung Han 62 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
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 166 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 174 55 0 07 Oct 2022
Extend and Explain: Interpreting Very Long Language Models Joel Stremmel B. Hill Jeffrey S. Hertzberg Jaime Murillo Llewelyn Allotey Eran Halperin 57 4 0 02 Sep 2022
HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding Weiming Ren Ruijing Zeng Tong Wu Tianshu Zhu Rahul G. Krishnan 277 6 0 03 Aug 2022
GrabQC: Graph based Query Contextualization for automated ICD coding Jeshuren Chelladurai Sudarsun Santhiappan B. Ravindran 40 1 0 14 Jul 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 75 25 0 22 Apr 2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification George Michalopoulos Michal Malyska Nicola Sahar Alexander Wong Helen H. Chen 120 21 0 21 Apr 2022
EHRKit: A Python Natural Language Processing Toolkit for Electronic Health Record Texts Irene Li Keen You Yujie Qiao Lucas Huang Chia-Chun Hsieh Benjamin Rosand Xiangru Tang Dragomir R. Radev 101 4 0 13 Apr 2022
Hierarchical BERT for Medical Document Understanding Ning Zhang Maciej Jankowski 77 10 0 11 Mar 2022
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding Zheng Yuan Chuanqi Tan Songfang Huang OffRL 109 75 0 03 Mar 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 121 29 0 08 Jan 2022
Multitask Balanced and Recalibrated Network for Medical Code Prediction Wei Sun Shaoxiong Ji Min Zhang Pekka Marttinen 103 15 0 06 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
Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines Byung-Hak Kim Varun Ganapathi 66 39 0 10 Jul 2021