Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model

Diagnosis of Leukaemia in Blood Slides Based on a Fine-Tuned and Highly Generalisable Deep Learning Model

Leukaemia is a dysfunction that affects the production of white blood cells in the bone marrow. Young cells are abnormally produced, replacing normal blood cells. Consequently, the person suffers problems in transporting oxygen and in fighting infections. This article proposes a convolutional neural...

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Bibliographic Details
Main Authors: Luis Vogado, Rodrigo Veras, Kelson Aires, Flávio Araújo, Romuere Silva, Moacir Ponti, João Manuel R. S. Tavares
Format: Article
Language:English
Published: MDPI AG 2021-04-01
Series:Sensors
Subjects:
leukaemia classification
blood smear images
fine-tuning
CNN
Online Access:https://www.mdpi.com/1424-8220/21/9/2989

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