Verbesserter Klassifizierungsansatz zur Erkennung von Krankheiten im menschlichen Blut

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Book Details
Language
German
Publishers
Verlag Unser Wissen (27 Jun. 2024)
Weight
0.13 KG
Publication Date
27/06/2024
ISBN-10
6207723279
Pages
76 pages
ISBN-13
9786207723270
Dimensions
15 x 0.46 x 22 cm
SKU
9786207723270
Author Name
Jamila Harbi (Author)
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Dieses Buch enthält ein verbessertes System, das den Arzt bei der Beurteilung der akuten lymphatischen Leukämie unterstützt. Wir haben ein System zur Erkennung und Klassifizierung von akuter lymphatischer Leukämie (ALLDC) vorgeschlagen, um ALL-Zellen in ALL-IDB1-Bilddatensätzen zu erkennen und zu klassifizieren.

Um dieses Ziel zu erreichen, klassifiziert unser vorgeschlagenes ALLDC-System alle Zellen als ALL und nicht krebsartige Zellen, indem es zwei Klassifizierungstechniken anwendet, um die WBCs als normale oder Blastenzellen zu klassifizieren: zwei Klassifizierer werden in unserer Arbeit vorgeschlagen, wie k-nearest neighbour (KNN) und Artificial Neural Networks (ANN). .

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