Optimizing deep learning for accurate blood cell classification: A study on stain normalization and fine-tuning techniques
BACKGROUND: Deep learning’s role in blood film screening is expanding, with recent advancements including algorithms for the automated detection of sickle cell anemia, malaria, and leukemia using smartphone images. OBJECTIVES: This study aims to build the artificial intelligence (AI) models and asse...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wolters Kluwer Medknow Publications
2025-01-01
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| Series: | Iraqi Journal of Hematology |
| Subjects: | |
| Online Access: | https://journals.lww.com/10.4103/ijh.ijh_110_24 |
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