Ensemble Image Explainable AI (XAI) Algorithm for Severe Community-Acquired Pneumonia and COVID-19 Respiratory Infections-Reference-Cited by-同舟云学术

Ensemble Image Explainable AI (XAI) Algorithm for Severe Community-Acquired Pneumonia and COVID-19 Respiratory Infections

Published:2023-04 Issue:2 Volume:4 Page:242-254
ISSN:2691-4581
Container-title:IEEE Transactions on Artificial Intelligence
language:
Short-container-title:IEEE Trans. Artif. Intell.

Author:

Zou Lin¹^ORCID,Goh Han Leong¹,Liew Charlene Jin Yee²^ORCID,Quah Jessica Lishan²,Gu Gary Tianyu²^ORCID,Chew Jun Jie²,Kumar Mukundaram Prem¹,Ang Christine Gia Lee¹,Ta Andy Wee An¹

Affiliation:

1. Integrated Health Information Systems, Singapore

2. Changi General Hospital, Singapore

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Science Applications,Artificial Intelligence

Link

http://xplorestaging.ieee.org/ielx7/9078688/10081152/09721585.pdf?arnumber=9721585

Reference36 articles.

1. Interpretable Explanations of Black Boxes by Meaningful Perturbation

2. ChestX-Ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases

3. On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

4. Ensemble Learning with Multiclassifiers on Pediatric Hand Radiograph Segmentation for Bone Age Assessment

5. Unmasking Clever Hans predictors and assessing what machines really learn

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