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Улучшенный подход к классификации для обнаружения заболеваний в крови человека

Улучшенный подход к классификации для обнаружения заболеваний в крови человека

Джамила Харби / Рана Али

60,21 €
IVA incluido
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Editorial:
KS OmniScriptum Publishing
Año de edición:
2024
Materia
Informática: cuestiones generales
ISBN:
9786207723324
60,21 €
IVA incluido
Disponible

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Sobre IBD

В этой книге представлена усовершенствованная система, помогающая врачу оценить острый лимфоцитарный лейкоз. Мы предложили систему обнаружения и классификации острого лимфоцитарного лейкоза (ALLDC) для обнаружения и классификации клеток ALL в наборе данных изображений ALL-IDB1. Для достижения этой цели предложенная нами система ALLDC классифицирует все клетки как ALL и нераковые клетки с помощью двух методов классификации, применяемых отдельно для классификации WBCs нормальных или бластных клеток: в нашей работе предложены два классификатора, такие как k-nearest neighbour (KNN) и Artificial Neural Networks (ANN).

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