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pro vyhledávání: '"Özkan Elsen, Ece"'
Autor:
Marcinkevičs, Ričards, Reis Wolfertstetter, Patricia, Klimiene, Ugne, Özkan Elsen, Ece, Chin-Cheong, Kieran, Paschke, Alyssia, Zerres, Julia, Denzinger, Markus, Niederberger, David, Wellmann, Sven, Knorr, Christian, Vogt, Julia E.
Publikováno v:
arXiv
Appendicitis is among the most frequent reasons for pediatric abdominal surgeries. With recent advances in machine learning, data-driven decision support could help clinicians diagnose and manage patients while reducing the number of non-critical sur
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::0e7125ddb3ed6a8318299c9ce24c197e
https://hdl.handle.net/20.500.11850/601130
https://hdl.handle.net/20.500.11850/601130
Many modern research fields increasingly rely on collecting and analysing massive, often unstructured, and unwieldy datasets. Consequently, there is growing interest in machine learning and artificial intelligence applications that can harness this `
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::75baf5f07fdf60ed70df44bb30e6328b
Autor:
Klimiene, Ugne, Marcinkevičs, Ričards, Reis Wolfertstetter, Patricia, Özkan Elsen, Ece, Paschke, Alyssia, Niederberger, David, Wellmann, Sven, Knorr, Christian, Vogt, Julia E.
Arguably, interpretability is one of the guiding principles behind the development of machine-learning-based healthcare decision support tools and computer-aided diagnosis systems. There has been a renewed interest in interpretable classification bas
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::aba0b4e8c17e49737c2ff16b7527992e
Due to growing concerns about demographic disparities and discrimination resulting from algorithmic and model-based decision-making, recent research has focused on mitigating biases against already disadvantaged or marginalised groups in classificati
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::8af53efa894c12b00352134939f4ff2b
Autor:
Özkan Elsen, Ece, Goksel, Orcun
Publikováno v:
Biomedical Physics and Engineering Express, 4 (2)
Biomedical Physics and Engineering Express, 4 (2)
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a8776b404b3feaa85c79eee0f7296398