Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines

10 July 2021

Papers citing "Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines"

13 / 13 papers shown

Title
Biomedical Entity Linking as Multiple Choice Question Answering Zhenxi Lin Ziheng Zhang Xian Wu Yefeng Zheng 74 2 0 23 Feb 2024
Segmented Harmonic Loss: Handling Class-Imbalanced Multi-Label Clinical Data for Medical Coding with Large Language Models Surjya Ray Pratik Mehta Hongen Zhang Ada Chaman Jian Wang Chung-Jen Ho Michael Chiou T. Suleman 21 1 0 06 Oct 2023
A Review on Knowledge Graphs for Healthcare: Resources, Applications, and Promises Hejie Cui Jiaying Lu Shiyu Wang Shiyu Wang Wenjing Ma ... Fei Wang Carl Yang Mengdi Huai Fei Wang Carl Yang 133 12 0 07 Jun 2023
Copy Recurrent Neural Network Structure Network Xiaofan Zhou Xunzhu Tang 62 0 0 22 May 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
Multi-label Few-shot ICD Coding as Autoregressive Generation with Prompt Zhichao Yang Sunjae Kwon Zonghai Yao Hongfeng Yu 74 18 0 24 Nov 2022
Medical Codes Prediction from Clinical Notes: From Human Coders to Machines Byung-Hak Kim MedIm 66 0 0 30 Oct 2022
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes? Byung-Hak Kim Zhongfen Deng Philip S. Yu Varun Ganapathi ELM 98 6 0 28 Oct 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
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
PLM-ICD: Automatic ICD Coding with Pretrained Language Models Chao-Wei Huang Shang-Chi Tsai Yun-Nung Chen 90 51 0 12 Jul 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 105 71 0 21 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 111 29 0 08 Jan 2022