Data leakage inflates prediction performance in connectome-based machine learning models
2024 · Nature Communications · 104 citations
https://doi.org/10.1038/s41467-024-46150-w
M
Matthew Rosenblatt
Yale University(US)
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Matthew Rosenblatt is an academic researcher from Yale University. The author has contributed to research in topics: Functional Brain Connectivity Studies & Advanced MRI Techniques and Applications & scientometrics and bibliometrics research. The author has an h-index of 10, co-authored 49 publications.
ORCID: 0000-0002-3894-6198Papers by this author
worksThe brain structure, inflammatory, and genetic mechanisms mediate the association between physical frailty and depression
2024 · Nature Communications · 66 citations
https://doi.org/10.1038/s41467-024-48827-8
Elevated C-reactive protein mediates the liver-brain axis: a preliminary study
2023 · EBioMedicine · 35 citations
https://doi.org/10.1016/j.ebiom.2023.104679
Altered Brain Dynamics Across Bipolar Disorder and Schizophrenia During Rest and Task Switching Revealed by Overlapping Brain States
2023 · Biological Psychiatry · 18 citations
https://doi.org/10.1016/j.biopsych.2023.03.024
The inflammatory and genetic mechanisms underlying the cumulative effect of co-occurring pain conditions on depression
2025 · Science Advances · 18 citations
https://doi.org/10.1126/sciadv.adt1083
Connectome-Based Predictive Modeling of PTSD Development Among Recent Trauma Survivors
2025 · JAMA Network Open · 10 citations
https://doi.org/10.1001/jamanetworkopen.2025.0331
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