On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging-Reference-Cited by-同舟云学术

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On the Importance of Domain Awareness in Classifier Interpretations in Medical Imaging

Published:2023-08 Issue:8 Volume:42 Page:2286-2298
ISSN:0278-0062
Container-title:IEEE Transactions on Medical Imaging
language:
Short-container-title:IEEE Trans. Med. Imaging

Author:

Major David¹^ORCID,Lenis Dimitrios¹^ORCID,Wimmer Maria¹^ORCID,Berg Astrid¹^ORCID,Neubauer Theresa¹^ORCID,Bühler Katja¹^ORCID

Affiliation:

1. VRVis Zentrum für Virtual Reality und Visualisierung Forschungs-GmbH, Vienna, Austria

Funder

BMK, BMAW, Styria, SFG, Tyrol and Vienna Business Agency in the scope of COMET - Competence Centers for Excellent Technologies

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

Link

http://xplorestaging.ieee.org/ielx7/42/10198906/10051650.pdf?arnumber=10051650

Reference88 articles.

2. Interpretable machine learning: Fundamental principles and 10 grand challenges;rudin;arXiv 2103 11251,2021

3. Visualizing deep neural network decisions: Prediction difference analysis;zintgraf;Proc ICLR,2017

4. Chest X-ray inpainting with deep generative models;sogancioglu;arXiv 1809 01471,2018

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