The explainability paradox: Challenges for xAI in digital pathology

Author:

Evans TheodoreORCID,Retzlaff Carl OrgeORCID,Geißler ChristianORCID,Kargl MichaelaORCID,Plass MarkusORCID,Müller HeimoORCID,Kiehl Tim-RasmusORCID,Zerbe Norman,Holzinger AndreasORCID

Publisher

Elsevier BV

Subject

Computer Networks and Communications,Hardware and Architecture,Software

Reference98 articles.

1. Digital images and the future of digital pathology;Pantanowitz;J. Pathol. Inform.,2010

2. Artificial intelligence–based screening for Mycobacteria in whole-slide images of tissue samples;Pantanowitz;Am. J. Clin. Path.,2021

3. Computer-aided histopathological image analysis techniques for automated nuclear atypia scoring of breast cancer: a review;Das;J. Digit. Imag.,2020

4. Artificial intelligence as the next step towards precision pathology;Acs;J. Internal Med.,2020

5. Artificial intelligence and machine learning for digital pathology: state-of-the-art and future challenges;Holzinger,2020

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