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

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

7 / 7 papers shown

Title
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 167 54 0 07 Oct 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
An Extensive Data Processing Pipeline for MIMIC-IV Mehak Gupta Brennan M Gallamoza Nicolas Cutrona Pranjal Dhakal Raphael Poulain Rahmatollah Beheshti AI4TS 185 44 0 29 Apr 2022
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding Zheng Yuan Chuanqi Tan Songfang Huang OffRL 98 75 0 03 Mar 2022
Inferring Degrees from Incomplete Networks and Nonlinear Dynamics Thanh Tien Vu Dat Quoc Nguyen Anthony N. Nguyen 80 75 0 21 Apr 2020
ICD Coding from Clinical Text Using Multi-Filter Residual Convolutional Neural Network Fei Li Hong-ye Yu 58 168 0 25 Nov 2019
Explainable Prediction of Medical Codes from Clinical Text J. Mullenbach Sarah Wiegreffe J. Duke Jimeng Sun Jacob Eisenstein FAtt 93 576 0 15 Feb 2018

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