Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification

Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification

27 April 2023

Thanh-Tung Nguyen

Viktor Schlegel

Abhinav Ramesh Kashyap

Shao-Syuan Huang

Papers citing "Mimic-IV-ICD: A new benchmark for eXtreme MultiLabel Classification"

11 / 11 papers shown

Title
Uncertainty-aware abstention in medical diagnosis based on medical texts Artem Vazhentsev Ivan Sviridov Alvard Barseghyan Gleb Kuzmin Alexander Panchenko A. Nesterov Artem Shelmanov Maxim Panov 56 0 0 25 Feb 2025
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 39 0 0 30 Oct 2024
MedSyn: LLM-based Synthetic Medical Text Generation Framework Gleb Kumichev Pavel Blinov Yulia Kuzkina Vasily Goncharov Galina Zubkova Nikolai Zenovkin Aleksei Goncharov Andrey Savchenko SyDa MedIm 28 6 0 04 Aug 2024
Towards detecting unanticipated bias in Large Language Models Anna Kruspe 33 3 0 03 Apr 2024
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
Benchmarking with MIMIC-IV, an irregular, spare clinical time series dataset Hung Bui Harikrishna Warrier Yogesh Gupta 21 1 0 27 Jan 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 32 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 23 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 29 5 0 22 Nov 2023
PULSAR at MEDIQA-Sum 2023: Large Language Models Augmented by Synthetic Dialogue Convert Patient Dialogues to Medical Records Viktor Schlegel Hao Li Yuping Wu Anand Subramanian Thanh-Tung Nguyen ... Daniel Beck Xiaojun Zeng R. Batista-Navarro Stefan Winkler Goran Nenadic LM&MA MedIm 24 9 0 05 Jul 2023
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