Generative adversarial networks as a data augmentation tool for CNN-based Parkinson's disease diagnostics
author
Dzotsenidze, Erik
Valla, Elli
Nõmm, Sven
Medijainen, Kadri
Taba, Pille
Toomela, Aaro
statement of authorship
Erik Dzotsenidze, Elli Valla, Sven Nõmm, Kadri Medijainen, Pille Taba, Aaro Toomela
source
IFAC-Papers OnLine
publisher
Elsevier
journal volume number month
vol. 55, 29
year of publication
2022
pages
p. 108-113 : ill
conference name, date
15th IFAC Symposium on Analysis, Design and Evaluation of Human Machine Systems HMS, 12—15 September, 2022
conference location
San José, USA
url
https://doi.org/10.1016/j.ifacol.2022.10.240
subject term
rehabilitatsioonitehnoloogia
sügavõpe
Parkinsoni tõbi
keyword
decision making
assistive technology and rehabilitation engineering
cognitive system engineering
deep learning
generative adversarial networks
ISSN
2405-8963
notes
Bibliogr.: 41 ref
Open Access
Open Access
scientific publication
teaduspublikatsioon
classifier
3.1
Scopus
https://www.scopus.com/sourceid/21100456158
https://www.scopus.com/record/display.uri?eid=2-s2.0-85144327403&origin=inward&txGid=85bf5598b60beed5cb9bc1aaf10bb22f
WOS
https://www.webofscience.com/wos/woscc/full-record/WOS:000870306300019
category (general)
Engineering
Tehnika
category (sub)
Engineering. Control and systems engineering
Tehnika. Juhtimis- ja süsteemitehnika
quartile
Q3
TalTech department
geoloogia instituut
tarkvarateaduse instituut
language
inglise
Reserch Group
High-assurance software laboratory