Author

Angelica I. Avilés-Rivero

Tsinghua UniversityORCID 0000-0002-8878-0325Unclaimed 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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Approach:contrastive learning· 1 Organism:human· 1

Frequent Co-Authors

Carola‐Bibiane SchönliebiD· 1 shared Curtis L. JohnsoniD· 1 shared Gabriele S. Kaminski SchierleiD· 1 shared Jakob TräubleiD· 1 shared Lucy V. HiscoxiD· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperNeuroscience

Carola‐Bibiane SchönliebORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintMar 25, 2025

Enhancing Brain Age Prediction and Neurodegeneration Detection with Contrastive Learning on Regional Biomechanical Properties

Jakob Träuble, Lucy V. Hiscox, Curtis L. Johnson…·Gabriele S. Kaminski Schierle

This paper uses contrastive learning on regional biomechanical properties from MRE to improve brain age prediction and detect neurodegeneration, finding that stiffness and damping ratio are sensitive biomarkers for Alzheimer's and MCI.

DOI 10.1101/2025.03.25.645330

humancontrastive learning

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