Author

Simeon Spasov

University of Cambridge

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

Biology Disciplines

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Bioinformatics· 1 Neuroscience· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Organism:human· 2 Assay:imaging· 2 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1

Frequent Co-Authors

Andrea DuggentoiD· 2 shared Luca PassamontiiD· 2 shared Nicola ToschiiD· 2 shared Píetro LióiD· 2 shared Giovanna Maria DimitriiD· 1 shared

Activity by Year

2019-2021 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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2 shared papersNeuroscience

Andrea DuggentoORCID

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2 papers

Recent·Most cited

Multimodal image fusion via deep generative models

Giovanna Maria Dimitri, Simeon Spasov, Andrea Duggento, Luca Passamonti, Píetro Lió, Nicola Toschi

This paper develops a deep learning architecture for fusing multiple 3D neuroimaging modalities into informative latent embeddings, demonstrating their ability to cluster subjects into separable phenotypic strata.

bioRxiv · Mar 8, 2021 · PreprintNeuroscience

A parameter-efficient deep learning approach to predict conversion from mild cognitive impairment to Alzheimer’s disease

Simeon Spasov, Luca Passamonti, Andrea Duggento, Píetro Lió, Nicola Toschi

This paper develops a parameter-efficient deep learning model to predict conversion from mild cognitive impairment to Alzheimer’s disease using multimodal data, achieving high accuracy and specificity.

NeuroImage · Apr 1, 2019Peer-reviewedBioinformatics