Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models

12 December 2022

Papers citing "Automated ICD Coding using Extreme Multi-label Long Text Transformer-based Models"

4 / 4 papers shown

Title
Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences Yikuan Li R. M. Wehbe F. Ahmad Hanyin Wang Yuan Luo VLM MedIm 135 82 0 27 Jan 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 19 27 0 08 Jan 2022
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification Ting Jiang Deqing Wang Leilei Sun Huayi Yang Zhengyang Zhao Fuzhen Zhuang VLM 110 136 0 09 Jan 2021
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 249 2,009 0 28 Jul 2020