Enhancing the data processing speed of a deep-learning-based three-dimensional single molecule localization algorithm (FD-DeepLoc) with a combination of feature compression and pipeline programming

Shuhao Guo; Jiaxun Lin; Yingjun Zhang; Zhen-Li Huang

doi:10.1142/S1793545824500251

Journal of Innovative Optical Health Sciences, Volume. 18, Issue 2, 2450025(2025)

Enhancing the data processing speed of a deep-learning-based three-dimensional single molecule localization algorithm (FD-DeepLoc) with a combination of feature compression and pipeline programming

Shuhao Guo, Jiaxun Lin, Yingjun Zhang^*, and Zhen-Li Huang

Author Affiliations

Key Laboratory of Biomedical Engineering of Hainan Province, School of Biomedical Engineering, Hainan University, Sanya 572025, P. R. China

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Shuhao Guo, Jiaxun Lin, Yingjun Zhang, Zhen-Li Huang. Enhancing the data processing speed of a deep-learning-based three-dimensional single molecule localization algorithm (FD-DeepLoc) with a combination of feature compression and pipeline programming[J]. Journal of Innovative Optical Health Sciences, 2025, 18(2): 2450025

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Paper Information

Category: Research Articles

Received: Jul. 12, 2024

Accepted: Sep. 1, 2024

Published Online: Apr. 7, 2025

The Author Email: Yingjun Zhang (yjzhang@hainanu.edu.cn)

DOI:10.1142/S1793545824500251

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