A manifesto on explainability for artificial intelligence in medicine

Author:

Combi Carlo,Amico Beatrice,Bellazzi Riccardo,Holzinger Andreas,Moore Jason H.,Zitnik Marinka,Holmes John H.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Medicine (miscellaneous)

Reference71 articles.

1. What do we want from explainable artificial intelligence (XAI)? - A stakeholder perspective on XAI and a conceptual model guiding interdisciplinary XAI research;Langer;Artificial Intelligence,2021

2. Causability and explainability of artificial intelligence in medicine;Holzinger;WIREs Data Min Knowl Discov,2019

3. A survey on explainable artificial intelligence (XAI): toward medical XAI;Tjoa;IEEE Trans Neural Netw Learn Syst,2021

4. A hybrid neuro-fuzzy system for ECG classification of myocardial infarction;Bozzola,1996

5. LEAFAGE: Example-based and feature importance-based explanations for black-box ML models;Adhikari,2019

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