Author

Arel Encin

Centre for Addiction and Mental HealthORCID 0009-0005-1351-8428Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 2

Signature Assays, Organisms & Methods

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Assay:imaging· 2 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Approach:experimental assay· 1 Organism:human· 1

Frequent Co-Authors

Erin W. DickieiD· 2 shared Tristan GlatardiD· 2 shared Ariel RokemiD· 1 shared Asa GilmoreiD· 1 shared Inés Gonzalez PepeiD· 1 shared Yohan ChatelainiD· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

6 top collaborators · 11 mutual co-author links

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2 shared papersNeuroscience

Erin W. DickieORCID

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2 papers

Recent·Most cited

NeurosciencebioRxivPreprintSep 4, 2026

A Comparative Evaluation of Structural MRI Foundation Models for Age, Sex, and Body-Mass Index Predictions

Arel Encin, Asa Gilmore, Ariel Rokem…·Tristan Glatard

This study benchmarks four structural MRI foundation models for age, sex, and BMI prediction, finding that 3D-Neuro-SimCLR and AnatCL outperformed baselines overall.

DOI 10.64898/2026.05.15.725427

humanimaging

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NeurosciencebioRxivPreprintJun 10, 2026

Untrained Convolutional Neural Networks as Feature Extractors for Structural MRI

Arel Encin, Inés Gonzalez Pepe, Yohan Chatelain…·Tristan Glatard

The paper shows that untrained convolutional neural networks can extract features from structural MRI data that perform as well as or better than pretrained models in three tasks across three datasets.

DOI 10.64898/2026.06.07.730652

imagingexperimental assay

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