Zobrazeno 1 - 6
of 6
pro vyhledávání: '"Justin Engelmann"'
Autor:
Ana Villaplana-Velasco, Marie Pigeyre, Justin Engelmann, Konrad Rawlik, Oriol Canela-Xandri, Claire Tochel, Frida Lona-Durazo, Muthu Rama Krishnan Mookiah, Alex Doney, Esteban J. Parra, Emanuele Trucco, Tom MacGillivray, Kristiina Rannikmae, Albert Tenesa, Erola Pairo-Castineira, Miguel O. Bernabeu
Publikováno v:
Communications Biology, Vol 6, Iss 1, Pp 1-13 (2023)
Abstract There is increasing evidence that the complexity of the retinal vasculature measured as fractal dimension, Df, might offer earlier insights into the progression of coronary artery disease (CAD) before traditional biomarkers can be detected.
Externí odkaz:
https://doaj.org/article/9575d863a72646d1847fcdfd16c30071
Autor:
Justin Engelmann, Alice D. McTrusty, Ian J. C. MacCormick, Emma Pead, Amos Storkey, Miguel O. Bernabeu
Publikováno v:
Nature Machine Intelligence. 4:1143-1154
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::74f431bb6f289124d03adbaa4cc744e9
https://doi.org/10.1038/s42256-022-00566-5
https://doi.org/10.1038/s42256-022-00566-5
Autor:
Hitoshi Tabuchi, Justin Engelmann, Fumiatsu Maeda, Ryo Nishikawa, Toshihiko Nagasawa, Tomofusa Yamauchi, Mao Tanabe, Masahiro Akada, Yoshiaki Kiuchi, Miguel Bernabeu
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::d28f28b05167f4fddf60030dd4e796b3
https://doi.org/10.2139/ssrn.4448612
https://doi.org/10.2139/ssrn.4448612
Publikováno v:
Ophthalmic Medical Image Analysis ISBN: 9783031165245
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::691f3f2dc0dbc2da321c91f1069bd153
https://doi.org/10.1007/978-3-031-16525-2_9
https://doi.org/10.1007/978-3-031-16525-2_9
Autor:
Stefan Lessmann, Justin Engelmann
Class imbalance is a common problem in supervised learning and impedes the predictive performance of classification models. Popular countermeasures include oversampling the minority class. Standard methods like SMOTE rely on finding nearest neighbour
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aa1860ad06410d39645fe4169620cb1e