DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging

Authors :: Michael Cochez
Dietrich Rebholz-Schuhmann
Jiao Jiao
Md. Rezaul Karim
Stefan Decker
Oya Beyan
Till Döhmen
Artificial intelligence
Network Institute
Artificial Intelligence (section level)
Publica
Source :: IEEE Access, 9:9363889, 39757-39780. Institute of Electrical and Electronics Engineers Inc., Karim, M R, Jiao, J, Dohmen, T, Cochez, M, Beyan, O, Rebholz-Schuhmann, D & Decker, S 2021, ' DeepKneeExplainer : Explainable Knee Osteoarthritis Diagnosis from Radiographs and Magnetic Resonance Imaging ', IEEE Access, vol. 9, 9363889, pp. 39757-39780 . https://doi.org/10.1109/ACCESS.2021.3062493, IEEE Access, Vol 9, Pp 39757-39780 (2021), IEEE access 9, 39757-39780 (2021). doi:10.1109/ACCESS.2021.3062493
Publication Year :: 2021
Publisher :: Institute of Electrical and Electronics Engineers (IEEE), 2021.
Abstract: IEEE access 9, 39757-39780 (2021). doi:10.1109/ACCESS.2021.3062493<br />Published by IEEE, New York, NY

Subjects :: SDG 16 - Peace
General Computer Science
ddc:621.3
Computer science
Feature extraction
neural ensemble
02 engineering and technology
Machine learning
computer.software_genre
knee osteoarthritis
03 medical and health sciences
0302 clinical medicine
Grad-CAM++
Application domain
explainability
Deep neural networks
0202 electrical engineering, electronic engineering, information engineering
Medical imaging
medicine
General Materials Science
Relevance (information retrieval)
Medical diagnosis
030203 arthritis & rheumatology
Modality (human–computer interaction)
medicine.diagnostic_test
Artificial neural network
business.industry
SDG 16 - Peace, Justice and Strong Institutions
General Engineering
Magnetic resonance imaging
Justice and Strong Institutions
621.3
layer-wise relevance propagation
020201 artificial intelligence & image processing
lcsh:Electrical engineering. Electronics. Nuclear engineering
Artificial intelligence
biomedical imaging
business
lcsh:TK1-9971
computer

Tools