Author

Yifan Ma

Wuhan National Laboratory for OptoelectronicsORCID 0009-0002-0493-409XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cell Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1 Research Focus:imputation· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Binbing LiuiD· 1 shared Chengqiang Yi· 1 shared Lanxin Zhu· 1 shared Peng FeiiD· 1 shared Tianfeng Zhou· 1 shared Yunshi Zhou· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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6 top collaborators · 15 mutual co-author links

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1 shared paperCell Biology

Binbing LiuORCID

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1 paper

Recent·Most cited

Cell BiologybioRxivPreprintDec 25, 2025

MAGNET: an all-in-one foundation model for cross-modal and cross-dimensional microscopic image restoration

Yifan Ma, Tianfeng Zhou, Lanxin Zhu…·Peng Fei

MAGNET is a foundation model for microscopic image restoration that handles multiple modalities and tasks, achieving state-of-the-art results across various restoration tasks.

1 citation

imagingdeep learning

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