Author

Razvan Valentin Marinescu

University College LondonORCID 0000-0003-4042-8493Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Organism:human· 3 Assay:imaging· 3 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alexandra L. YoungiD· 2 shared Daniel C. AlexanderiD· 2 shared M. Jorge CardosoiD· 2 shared Nicholas C. FirthiD· 2 shared Sebastien Ourselin AiD· 2 shared Achala S. VagaliD· 1 shared Adam Schwartz· 1 shared Adrian Vasile DalcaiD· 1 shared

Activity by Year

2018-2021 · peak 2/yr

Co-Author Collaboration Network

10 top collaborators · 23 mutual co-author links

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2 shared papersNeuroscience

Alexandra L. YoungORCID

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3 papers

Recent·Most cited

NeuroscienceFrontiers in NeurosciencePeer-reviewedJul 12, 2021

MRI Radiomic Signature of White Matter Hyperintensities Is Associated with Clinical Phenotypes

Martin Bretzner, Anna Katharina Bonkhoff, Markus D. Schirmer…·Natalia S. Rost

This paper develops a radiomic signature from T2-FLAIR MRI images to predict white matter hyperintensities burden and links it to clinical phenotypes.

20 citations

humanimaging

𝕏 PostBluesky

NeuroscienceNature CommunicationsPeer-reviewedOct 9, 2018

Uncovering the heterogeneity and temporal complexity of neurodegenerative diseases with Subtype and Stage Inference

Alexandra L. Young, Razvan Valentin Marinescu, Neil P. Oxtoby…·Ronald G. Thomas

This paper introduces SuStaIn, a machine learning method that identifies disease subtypes and their temporal progression from cross-sectional data, improving prediction of diagnostic conversion in neurodegenerative diseases.

596 citationstop 1%

humanimaging

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NeuroscienceBrainPeer-reviewedMar 16, 2018

Progression of regional grey matter atrophy in multiple sclerosis

Arman Eshaghi, Razvan Valentin Marinescu, Alexandra L. Young…·Jacqueline A. Palace

This study identifies the sequence of grey matter atrophy progression in multiple sclerosis using longitudinal MRI data and shows its association with disability accumulation in relapsing-remitting MS.

373 citationstop 1%

humanimaging

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