Author

Samuel Alldritt

Child Mind Institute

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

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Neuroscience· 3

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Assay:imaging· 3 Organism:human· 2 Approach:statistical model· 2 Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:differential expression· 1

Frequent Co-Authors

Karl‐Heinz NenningiD· 2 shared Kyoungseob ByeoniD· 2 shared Aaron F. Alexander‐BlochiD· 1 shared Adam MessingeriD· 1 shared Alexandre R. FrancoiD· 1 shared Andrew S. FoxiD· 1 shared Ang CheniD· 1 shared Ansgar M. BrambrinkiD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

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10 top collaborators · 38 mutual co-author links

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2 shared papersNeuroscience

Karl‐Heinz NenningORCID

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3 papers

Recent·Most cited

Statistically valid explainable black-box machine learning: applications in sex classification across species using brain imaging

Tingshan Liu, Jayanta K. Dey, B. Xu, Eric Bridgeford, Samuel Alldritt, Karl‐Heinz Nenning, Kyoungseob Byeon, Ting Xu, Joshua T Vogelstein

This paper develops a framework combining Oblique Random Forests and NEOFIT for sex classification in brain imaging across species, achieving high accuracy and interpretable feature importance.

PLoS ONE · Apr 16, 2026Peer-reviewedNeuroscience

Loss of Effort in Chronic Low-Back Pain Patients: Motivational Anhedonia in Chronic Pain

Samuel Alldritt, Mohammad Jammoul, Meena M. Makary, Susanne Becker, Daniel D. Maeng, Brian P. Keane, David Harold Zald, Paul Geha

This study investigates effort expenditure and brain connectivity in chronic low-back pain patients, finding reduced willingness to pursue high reward tasks and linking this to cortico-striatal connectivity.

PLoS ONE · Aug 20, 2025Peer-reviewedNeuroscience

Brain Charts for the Rhesus Macaque Lifespan

Samuel Alldritt, J.S.B. Ramirez, Reinder Vos de Wael, Richard A. I. Bethlehem, Jakob Seidlitz, Z. Wang, Karl‐Heinz Nenning, Nathália Bianchini Esper, Jonny Smallwood, Alexandre R. Franco, Kyoungseob Byeon, Aaron F. Alexander‐Bloch, David G. Amaral, Céline Amiez, Fabien Balezeau, , KK Sharma

This study creates normative brain growth charts for rhesus macaques across their lifespan using MRI data, revealing developmental milestones and cross-species comparisons with humans.

bioRxiv · Aug 28, 2024 · PreprintNeuroscience