Explaining clinical decision support systems in medical imaging using cycle-consistent activation maximization

Author:

Katzmann Alexander,Taubmann Oliver,Ahmad Stephen,Mühlberg Alexander,Sühling Michael,Groß Horst-Michael

Funder

National Cancer Institute

Bundesministerium für Bildung und Forschung

National Institutes of Health

BMBF Berlin

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference72 articles.

1. Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning;Coudray;Nature Medicine,2018

2. Deep learning for magnification independent breast cancer histopathology image classification;Bayramoglu,2016

3. Deep learning on 1-d biosignals: a taxonomy-based survey;Ganapathy;Yearbook of Medical Informatics,2018

4. Wave2vec: Learning deep representations for biosignals;Yuan,2017

5. K.-L. Hua, C.-H. Hsu, S.C. Hidayati, W.-H. Cheng, Y.-J. Chen, Computer-aided classification of lung nodules on computed tomography images via deep learning technique, OncoTargets and Therapy 8.

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