Can Current Explainability Help Provide References in Clinical Notes to
Support Humans Annotate Medical Codes?

Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?

28 October 2022

Philip S. Yu

Varun Ganapathi

Papers citing "Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?"

6 / 6 papers shown

Title
An Unsupervised Approach to Achieve Supervised-Level Explainability in Healthcare Records Joakim Edin Maria Maistro Lars Maaløe Lasse Borgholt Jakob Drachmann Havtorn Tuukka Ruotsalo FAtt 34 2 0 13 Jun 2024
From Explainable to Interpretable Deep Learning for Natural Language Processing in Healthcare: How Far from Reality? Guangming Huang Yingya Li Shoaib Jameel Yunfei Long G. Papanastasiou 36 16 0 18 Mar 2024
Surpassing GPT-4 Medical Coding with a Two-Stage Approach Zhichao Yang S. S. Batra Joel Stremmel Eran Halperin ELM 26 5 0 22 Nov 2023
Explainable AI for clinical risk prediction: a survey of concepts, methods, and modalities Munib Mesinovic Peter Watkinson Ting Zhu FaML 19 3 0 16 Aug 2023
Medical Codes Prediction from Clinical Notes: From Human Coders to Machines Byung-Hak Kim MedIm 18 0 0 30 Oct 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 24 27 0 08 Jan 2022