FocusAugMix: A data augmentation method for enhancing Acute Lymphoblastic Leukemia classification

FocusAugMix: A data augmentation method for enhancing Acute Lymphoblastic Leukemia classification

The detection of various subtypes of Acute Lymphoblastic Leukemia (ALL) is crucial for precise medical identification, even though it is often hindered by the diverse appearance of leukemia cells and limited medical resources. Challenges arise from the subjectivity of evaluations and constraints in...

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Bibliographic Details
Main Authors: Tanzilal Mustaqim, Chastine Fatichah, Nanik Suciati, Takashi Obi, Joong-Sun Lee
Format: Article
Language:English
Published: Elsevier 2025-06-01
Series:Intelligent Systems with Applications
Subjects:
Acute lymphoblastic leukemia
Data augmentation
Gradient-weighted class activation mapping (grad-cam)
Multi-Head Attention
Classification
Online Access:http://www.sciencedirect.com/science/article/pii/S2667305325000389
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