PLM-ICD: Automatic ICD Coding with Pretrained Language Models

12 July 2022

Papers citing "PLM-ICD: Automatic ICD Coding with Pretrained Language Models"

25 / 25 papers shown

Title
Enhancing Biomedical Relation Extraction with Directionality Po-Ting Lai Chih-Hsuan Wei Shubo Tian Robert Leaman Zhiyong Lu 37 0 0 23 Jan 2025
NoteContrast: Contrastive Language-Diagnostic Pretraining for Medical Text Prajwal Kailas Max Homilius Rahul C. Deo Calum A. MacRae 97 0 0 16 Dec 2024
Large Language Models in Drug Discovery and Development: From Disease Mechanisms to Clinical Trials Yizhen Zheng Huan Yee Koh M. Yang Li Li Lauren T. May Geoffrey I. Webb Shirui Pan George Church LM&MA 42 9 0 06 Sep 2024
Infusing clinical knowledge into tokenisers for language models Abul Hasan Jinge Wu Quang Ngoc Nguyen Salomé Andres Imane Guellil Huayu Zhang Arlene Casey Beatrice Alex Bruce Guthrie Honghan Wu 38 1 0 20 Jun 2024
Coding historical causes of death data with Large Language Models Bjorn-Richard Pedersen Maisha Islam D. T. Kristoffersen L. A. Bongo E. Garrett Alice Reid H. Sommerseth 22 2 0 13 May 2024
Almanac Copilot: Towards Autonomous Electronic Health Record Navigation C. Zakka Joseph Cho Gracia Fahed R. Shad Michael Moor ... Vishnu Ravi Oliver Aalami Roxana Daneshjou Akshay Chaudhari W. Hiesinger 19 4 0 30 Apr 2024
Bespoke Large Language Models for Digital Triage Assistance in Mental Health Care Niall Taylor Andrey Kormilitzin Isabelle Lorge A. Nevado-Holgado Dan W Joyce LM&MA AI4MH 27 0 0 28 Mar 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 27 14 0 24 Jan 2024
Automated Clinical Coding for Outpatient Departments Viktor Schlegel Abhinav Ramesh Kashyap Thanh-Tung Nguyen Tsung-Han Yang Vijay Prakash Dwivedi Wei-Hsian Yin Jeng Wei Stefan Winkle 18 1 0 21 Dec 2023
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 22 5 0 22 Nov 2023
A Survey of Large Language Models in Medicine: Progress, Application, and Challenge Hongjian Zhou Fenglin Liu Boyang Gu Xinyu Zou Jinfa Huang ... Yefeng Zheng Lei A. Clifton Zheng Li Fenglin Liu David A. Clifton LM&MA 31 106 0 09 Nov 2023
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning C. Lu Chandan K. Reddy Ping Wang Yue Ning 24 2 0 14 Oct 2023
Automated clinical coding using off-the-shelf large language models Joseph S. Boyle Antanas Kascenas Pat Lok M. Liakata Alison Q. OÑeil 21 4 0 10 Oct 2023
Knowledge Graphs for the Life Sciences: Recent Developments, Challenges and Opportunities Jiaoyan Chen Hang Dong Janna Hastings Ernesto Jiménez-Ruiz Vanessa Lopez Pierre Monnin Catia Pesquita Petr vSkoda Valentina A. M. Tamma 19 11 0 29 Sep 2023
MDACE: MIMIC Documents Annotated with Code Evidence Hua Cheng Rana Jafari April Russell Russell Klopfer Edmond Lu Benjamin Striner Matthew R. Gormley 31 8 0 07 Jul 2023
A Two-Stage Decoder for Efficient ICD Coding Thanh-Tung Nguyen Viktor Schlegel Abhinav Ramesh Kashyap Stefan Winkler 6 8 0 27 May 2023
Copy Recurrent Neural Network Structure Network Xiaofan Zhou Xunzhu Tang 11 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 24 14 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 16 36 0 21 Apr 2023
Automatic ICD-10 Code Association: A Challenging Task on French Clinical Texts Yakini Tchouka Jean-François Couchot David Laiymani Philippe Selles Azzedine Rahmani 20 3 0 06 Apr 2023
Modelling Temporal Document Sequences for Clinical ICD Coding Clarence Boon Liang Ng Diogo Santos Marek Rei 12 8 0 24 Feb 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 30 18 0 12 Dec 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 119 49 0 07 Oct 2022
Automated Clinical Coding: What, Why, and Where We Are? Hang Dong Matús Falis W. Whiteley Beatrice Alex Joshua Matterson Shaoxiong Ji Jiaoyan Chen Honghan Wu 9 64 0 21 Mar 2022
Neural Legal Judgment Prediction in English Ilias Chalkidis Ion Androutsopoulos Nikolaos Aletras AILaw ELM 110 325 0 05 Jun 2019