Author

Luca Gherardini

Sano – Centre for Computational Personalised Medicine International Research FoundationORCID 0000-0002-7147-0734Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:drug response / drug discovery· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Aleksandra Pestka· 1 shared Alessandro CrimiiD· 1 shared Lorenzo PiniiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

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1 shared paperNeuroscience

Aleksandra Pestka

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1 paper

Recent·Most cited

Prediction of misfolded proteins spreading in Alzheimer's disease using machine learning

Luca Gherardini, Aleksandra Pestka, Lorenzo Pini, Alessandro Crimi

This paper predicts Amyloid-β concentrations in Alzheimer's disease using a machine learning autoregressive model constrained by structural connectivity, achieving lower prediction error than existing methods.

bioRxiv · Oct 4, 2022 · PreprintNeuroscience