Výsledky vyhledávání - "Wisniewski Jakub"

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Prevention is better than cure: a case study of the abnormalities detection in the chest

Autor: Hryniewska, Weronika, Czarnecki, Piotr, Wiśniewski, Jakub, Bombiński, Przemysław, Biecek, Przemysław

Publikováno v: CVPR 2021 Workshop Beyond Fairness: Towards a Just, Equitable, and Accountable Computer Vision

Prevention is better than cure. This old truth applies not only to the prevention of diseases but also to the prevention of issues with AI models used in medicine. The source of malfunctioning of predictive models often lies not in the training proce

Externí odkaz: http://arxiv.org/abs/2305.10961

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fairmodels: A Flexible Tool For Bias Detection, Visualization, And Mitigation

Autor: Wiśniewski, Jakub, Biecek, Przemysław

Machine learning decision systems are getting omnipresent in our lives. From dating apps to rating loan seekers, algorithms affect both our well-being and future. Typically, however, these systems are not infallible. Moreover, complex predictive mode

Externí odkaz: http://arxiv.org/abs/2104.00507

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dalex: Responsible Machine Learning with Interactive Explainability and Fairness in Python

Autor: Baniecki, Hubert, Kretowicz, Wojciech, Piatyszek, Piotr, Wisniewski, Jakub, Biecek, Przemyslaw

Publikováno v: Journal of Machine Learning Research (2021) v. 22(214); pp. 1-7

The increasing amount of available data, computing power, and the constant pursuit for higher performance results in the growing complexity of predictive models. Their black-box nature leads to opaqueness debt phenomenon inflicting increased risks of

Externí odkaz: http://arxiv.org/abs/2012.14406

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Akademický článek

Anemia secondary to valproic acid therapy in a 13-year-old boy: a case report

Autor: Kaczorowska-Hac Barbara, Matheisel Agnieszka, Maciejka-Kapuscinska Lucyna, Wisniewski Jakub, Alska Anna, Adamkiewicz-Drozynska Elzbieta, Balcerska Anna, Reszczynska Iwona

Publikováno v: Journal of Medical Case Reports, Vol 6, Iss 1, p 239 (2012)

Abstract Introduction Valproic acid is a commonly used anti-epileptic drug. Hematological toxicities are among the occasionally observed adverse effects of this medication. Case presentation We present the case of a 13-year-old Caucasian boy who demo

Externí odkaz: https://doaj.org/article/3693fae698084bd4b7e8e67bb60b83f1