Author

Hongxiao Wang

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Review Open access Sep 2026

Recent advances in deep learning for biological microscopy image analysis beyond segmentation.

In the past decade, we have witnessed an unprecedented growth of artificial intelligence (AI) techniques for high-resolution microscopy images. More importantly, we are observing a paradigm evolution of these deep learning (DL) methods, from a post-hoc analysis tool to nowadays an essential component in imaging-based b...

K. Cao, Chen-Bo Gao, Xiao-Hui Zhang et al. · BioTechniques · 0 citations

Open access Jul 2026

FlowRoI: fast optical-flow-based Roi extraction for high-throughput immune cell image compression

The feasibility of FlowRoI is demonstrated as a computationally efficient, domain-oriented approach for task-aware compression in bright-field neutrophil migration imaging and its applicability to other cell types, imaging modalities, and experimental settings remains to be systematically evaluated.

Xiaowei Xu, Justin Sonneck, Hong-Xiao Wang et al. · npj Imaging · 0 citations