Výsledky vyhledávání - "Esko Niinimäki"

Akademický článek

DeepFake knee osteoarthritis X-rays from generative adversarial neural networks deceive medical experts and offer augmentation potential to automatic classification

Autor: Fabi Prezja, Juha Paloneva, Ilkka Pölönen, Esko Niinimäki, Sami Äyrämö

Publikováno v: Scientific Reports, Vol 12, Iss 1, Pp 1-16 (2022)

Abstract Recent developments in deep learning have impacted medical science. However, new privacy issues and regulatory frameworks have hindered medical data sharing and collection. Deep learning is a very data-intensive process for which such regula

Externí odkaz: https://doaj.org/article/0b1fd684d84144e9b68df79bd13547d8

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Validation of Knee KL-classifying Deep Neural Network with Finnish Patient Data

Autor: Esko Niinimäki, Sami Äyrämö, Ilkka Pölönen, Juha Paloneva, Ari Heinonen

Publikováno v: Intelligent Systems, Control and Automation: Science and Engineering ISBN: 9783030707866

Osteoarthritis (OA) is the most common form of joint disease in the world. The diagnosis of OA is currently made by human experts and suffers from subjectivity, but recently new promising detection algorithms have been developed. We validated the cur

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::9deea1988d923cb889fa5f563a534c07
https://doi.org/10.1007/978-3-030-70787-3_12

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