Author

Sundous Hussein

University of Colorado DenverORCID 0000-0002-5994-7480Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:bulk RNA-seq· 1 Organism:human· 1 Approach:statistical model· 1 Research Focus:trajectory inference· 1

Frequent Co-Authors

Farnoush Banaei‐KashaniiD· 1 shared Iain R. KonigsbergiD· 1 shared Katerina J. KechrisiD· 1 shared Russell Paul BowleriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperBioinformatics

Farnoush Banaei‐KashaniORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintAug 27, 2026

MT-LLE: Multi-Task Locally Linear Embedding for Interpretable Disease Modeling from Longitudinal Omics Data

Sundous Hussein, Iain R. Konigsberg, Katerina J. Kechris…·Farnoush Banaei‐Kashani

This paper introduces MT-LLE, a multi-task manifold learning method that improves disease modeling from longitudinal omics data by integrating clinical labels and temporal progression, achieving better clinical structure and progression forecasting than standard methods.

DOI 10.64898/2026.08.24.746083

humanbulk RNA-seq

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