Approccio di classificazione migliorato per rilevare le malattie nel sangue umano

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Book Details
Language
Italian
Publishers
Edizioni Sapienza (27 Jun. 2024)
Weight
0.13 KG
Publication Date
27/06/2024
ISBN-10
6207723309
Pages
76 pages
ISBN-13
9786207723300
Dimensions
15 x 0.46 x 22 cm
SKU
9786207723300
Author Name
Jamila Harbi (Author)
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Questo libro contiene un sistema migliorato che assiste il medico nella valutazione della leucemia linfocitica acuta. Abbiamo proposto un sistema di rilevamento e classificazione della leucemia linfocitica acuta (ALLDC) per individuare e classificare le cellule ALL nei set di immagini ALL-IDB1.

Per raggiungere questo obiettivo, il sistema ALLDC proposto classifica tutte le cellule come cellule ALL e non cancerose utilizzando due tecniche di classificazione applicate separatamente per classificare le cellule WBC normali o blastiche: nel nostro lavoro vengono proposti due classificatori come k-nearest neighbour (KNN) e Artificial Neural Networks (ANN). .

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