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Sztuczne sieci neuronowe w diagnostyce przewlekłej choroby nerek

Sztuczne sieci neuronowe w diagnostyce przewlekłej choroby nerek

Pollyanna Rodrigues

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Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Informática: cuestiones generales
ISBN:
9786208008321
52,29 €
IVA incluido
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Przewlekła choroba nerek jest jedną z głównych przyczyn zgonów na całym świecie. W związku z tym konieczne jest poszukiwanie metod wczesnego diagnozowania tej choroby w celu jej zapobiegania i leczenia. Niniejsze badanie ma na celu dostarczenie narzędzia przyspieszającego diagnostykę medyczną przewlekłej choroby nerek. Narzędzie Abferramenta, sieć MLP (Multilayer Perceptron), otrzymuje 24 atrybuty odnoszące się do cech wpływających na rozwój choroby, takich jak wiek, ciśnienie krwi itp. W wyniku analizy generuje diagnozę, czy istnieje możliwość wystąpienia przewlekłej choroby nerek.

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