Author

Junyi Zhang

Peking Union Medical College HospitalORCID 0000-0002-9868-5233Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Approach:experimental assay· 1 Assay:imaging· 1

Frequent Co-Authors

Alexandre LaurentiD· 1 shared Ami TsuchidaiD· 1 shared Bernard M. MazoyeriD· 1 shared Christophe TzourioiD· 1 shared Filipa Adonias· 1 shared Leonie Lampe· 1 shared Marc JoliotiD· 1 shared Philippe BoutinaudiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperNeuroscience

Alexandre LaurentORCID

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1 paper

Recent·Most cited

NeuroscienceFrontiers in NeuroinformaticsPeer-reviewedJun 18, 2021

3D segmentation of perivascular spaces on T1-weighted 3 Tesla MR images with a convolutional autoencoder and a U-shaped neural network

Philippe Boutinaud, Ami Tsuchida, Alexandre Laurent…·Marc Joliot

This paper develops a deep learning algorithm for 3D segmentation of perivascular spaces in MRI data, achieving high accuracy and demonstrating interoperability across scanners.

84 citations

imagingdeep learning

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