Automated detection and classification of leukemia on a subject-independent test dataset using deep transfer learning supported by Grad-CAM visualization

Leukemia is a type of cancer that affects blood cells and causes fatal infection and premature death. Modern technology enabled by the machine and advanced deep learning algorithms can assist doctors in diagnosing the disease in the early stage. Automatic classification of disease based on advanced...

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Bibliographic Details

Published in:	Biomedical signal processing and control Vol. 83; p. 104722
Main Authors:	Abhishek, Arjun, Jha, Rajib Kumar, Sinha, Ruchi, Jha, Kamlesh
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.05.2023
Subjects:	Acute lymphoblastic leukemia Acute myeloid leukemia Chronic lymphocytic leukemia Chronic myeloid leukemia Deep transfer learning Gradient-weighted class activation mapping technique Gradient-weighted class activation mapping technique Chronic lymphocytic leukemia Chronic myeloid leukemia Acute lymphoblastic leukemia Acute myeloid leukemia Deep transfer learning
ISSN:	1746-8094
Online Access:	Get full text
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