Author

Aleksandra Pestka

Sano – Centre for Computational Personalised Medicine International Research Foundation

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

Biology Disciplines

Click to filter author papers

Neuroscience· 1

Signature Assays, Organisms & Methods

Click to filter · or open tag

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

Alessandro CrimiiD· 1 shared Lorenzo PiniiD· 1 shared Luca GherardiniiD· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

3 top collaborators · 3 mutual co-author links

Click any collaborator node to inspect or filter shared papers

Focal author (center)Selected co-authorORCID co-authorUnlinked name

Curved chords = mutual co-authorship

1 shared paperNeuroscience

Alessandro CrimiORCID

Mutual co-authors in cluster

Author profile →

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