Deep learning-based label-free hematology analysis framework using optical diffraction tomography

Deep learning-based label-free hematology analysis framework using optical diffraction tomography

Hematology analysis, a common clinical test for screening various diseases, has conventionally required a chemical staining process that is time-consuming and labor-intensive. To reduce the costs of chemical staining, label-free imaging can be utilized in hematology analysis. In this work, we exploi...

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Bibliographic Details
Main Authors: Dongmin Ryu, Taeyoung Bak, Daewoong Ahn, Hayoung Kang, Sanggeun Oh, Hyun-seok Min, Sumin Lee, Jimin Lee
Format: Article
Language:English
Published: Elsevier 2023-08-01
Series:Heliyon
Subjects:
Label-free imaging
Optical diffraction tomography
Hematology analysis
Deep learning
Object detection
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844023055056

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http://www.sciencedirect.com/science/article/pii/S2405844023055056

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