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Sztuczna Inteligencja W SluŻbie Medycyny
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ISBN10: 6630414810
ISBN13: 9786630414813
Publisher: Wydawnictwo Nasza Wiedza
Published: Aug 13 2026
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: Polish
ISBN13: 9786630414813
Publisher: Wydawnictwo Nasza Wiedza
Published: Aug 13 2026
Pages: 60
Weight: 0.21
Height: 0.14 Width: 6.00 Depth: 9.00
Language: Polish
Obecnie sztuczna inteligencja stanowi rewolucyjne podejście, które radykalnie zmienia oblicze medycyny w zakresie wczesnej i wspomaganej diagnostyki, a także podejmowania decyzji w środowisku klinicznym. Niniejsza publikacja stanowi kompleksowy przewodnik po podstawowych zasadach sztucznej inteligencji, uczenia maszynowego i glębokiego uczenia się, a następnie zawiera analizę praktycznych zastosowań tych technik w prognozowaniu czterech chorób przewleklych: chorób sercowo-naczyniowych, raka piersi, cukrzycy typu 2 oraz choroby Alzheimera. Przedstawiono pilotażowe badanie porównawcze, przeprowadzone z wykorzystaniem glównych baz danych biomedycznych. Przeanalizowaliśmy skutecznośc architektur uczenia glębokiego, a także klasycznych algorytmów uczenia maszynowego. Ponadto niniejsza publikacja porusza różne wyzwania związane z walidacją modeli, ich wdrażaniem w systemach medycznych wbudowanych, a także z etyką wykorzystania sztucznej inteligencji. Jest ona skierowana przede wszystkim do studentów studiów licencjackich i magisterskich, naukowców, inżynierów oraz pracowników slużby zdrowia.
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