Author

Saiful Sheikh Muhammad Islam

The University of Texas Health Science Center at Houston

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

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Bioinformatics· 1

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Research Focus:benchmarking· 1 Approach:contrastive learning· 1 Organism:human· 1 Assay:imaging· 1

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Degui ZhiiD· 1 shared Kamil Mohammed· 1 shared Tian Xia· 1 shared Xingzhong ZhaoiD· 1 shared Ziqian XieiD· 1 shared

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2026-2026 · peak 1/yr

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Degui ZhiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintFeb 20, 2026

Learning heritable multimodal brain representation via contrastive learning

Tian Xia, Xingzhong Zhao, Saiful Sheikh Muhammad Islam…·Degui Zhi

This paper introduces a multimodal contrastive learning framework to derive heritable brain representations from paired T1- and T2-weighted MRIs, improving genetic discovery and revealing shared biological targets.

1 citation

humanimaging

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