Author

Junwei Yang

Peking UniversityORCID 0000-0002-1415-177XUnclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 2

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Approach:contrastive learning· 1 Research Focus:dimensionality reduction· 1 Assay:imaging· 1

Frequent Co-Authors

Arnaud CachiaiD· 1 shared Colleen P. E. RollinsiD· 1 shared Duo WangiD· 1 shared Graham K. MurrayiD· 1 shared Hao ZhouiD· 1 shared Jane R. GarrisoniD· 1 shared John Suckling AiD· 1 shared Kangjie ZhengiD· 1 shared

Activity by Year

2019-2024 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 24 mutual co-author links

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1 shared paperBioinformatics

Arnaud CachiaORCID

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2 papers

Recent·Most cited

BioinformaticsbioRxivPreprintApr 13, 2024

MOL-AE: Auto-Encoder Based Molecular Representation Learning With 3D Cloze Test Objective

Junwei Yang, Kangjie Zheng, Siyu Long…·Hao Zhou

The paper introduces a 3D molecular auto-encoder with a new training objective, achieving better performance than existing methods.

10 citations

deep learningcontrastive learning

𝕏 PostBluesky

BioinformaticsbioRxivPreprintDec 4, 2019

Volumetric Segmentation and Characterisation of the Paracingulate Sulcus on MRI Scans

Junwei Yang, Duo Wang, Colleen P. E. Rollins…·Arnaud Cachia

This paper develops a deep learning framework to segment the paracingulate sulcus from MRI scans and estimate segment lengths, achieving a Dice score over 0.77.

6 citations

imagingdeep learning

𝕏 PostBluesky