Deep learning-based detection and classification of acute lymphoblastic leukemia with explainable AI techniques

Deep learning-based detection and classification of acute lymphoblastic leukemia with explainable AI techniques

Leukemia is identified by an excess of immature white blood cells (WBC) being formed in the bone marrow, leading to cancer. It is divided into two main types: acute, which stems from early cell growth ab- normalities and involves rapid immature cell proliferation, and chronic, which progresses more...

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Bibliographic Details
Main Authors: Debendra Muduli, Sourav Parija, Suhani Kumari, Asmaul Hassan, Harendra S. Jangwan, Abu Taha Zamani, Sk. Mohammed Gouse, Banshidhar Majhi, Nikhat Parveen
Format: Article
Language:English
Published: Elsevier 2025-07-01
Series:Array
Subjects:
Deep learning
Image data augmentation
ResNet34
ResNet50
ResNetV2
VGG16
Online Access:http://www.sciencedirect.com/science/article/pii/S2590005625000244
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http://www.sciencedirect.com/science/article/pii/S2590005625000244

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