Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Pansheng Chen"'
Autor:
Lijun An, Jianzhong Chen, Pansheng Chen, Chen Zhang, Tong He, Christopher Chen, Juan Helen Zhou, B.T. Thomas Yeo
Publikováno v:
NeuroImage, Vol 263, Iss , Pp 119570- (2022)
There is significant interest in pooling magnetic resonance image (MRI) data from multiple datasets to enable mega-analysis. Harmonization is typically performed to reduce heterogeneity when pooling MRI data across datasets. Most MRI harmonization al
Externí odkaz:
https://doaj.org/article/ca8d13b8592e47abaddcb439ab8d22a1
Autor:
Sidhant Chopra, Elvisha Dhamala, Connor Lawhead, Jocelyn A. Ricard, Edwina R. Orchard, Lijun An, Pansheng Chen, Naren Wulan, Poornima Kumar, Arielle Rubenstein, Julia Moses, Lia Chen, Priscila Levi, Alexander Holmes, Kevin Aquino, Alex Fornito, Ilan Harpaz-Rotem, Laura T. Germine, Justin T. Baker, BT Thomas Yeo, Avram J. Holmes
A primary aim of precision psychiatry is the establishment of predictive models linking individual differences in brain functioning with clinical symptoms. In particular, cognitive impairments are transdiagnostic, treatment resistant, and contribute
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::748bb8419454833ca7dda998ede5c284
https://doi.org/10.1101/2022.12.08.22283232
https://doi.org/10.1101/2022.12.08.22283232
Autor:
Sidhant Chopra, Elvisha Dhamala, Connor Lawhead, Jocelyn Ricard, Edwina Orchard, Lijun An, Pansheng Chen, Naren Wulan, Priscila Levi, Julia Moses, Lia Chen, Poornima Kumar, Arielle Rubenstein, Kevin Aquino, Alex Fornito, Ilan Harpaz-Rotem, Laura Germine, Justin T. Baker, B.T. Thomas Yeo, Avram Holmes
Publikováno v:
Biological Psychiatry. 93:S195
Meta-matching as a simple framework to translate phenotypic predictive models from big to small data
Autor:
Tong He, Lijun An, Pansheng Chen, Jianzhong Chen, Jiashi Feng, Danilo Bzdok, Avram J. Holmes, Simon B. Eickhoff, B. T. Thomas Yeo
Publikováno v:
Nature neuroscience 25(1), 795-804 (2022). doi:10.1038/s41593-022-01059-9
Nat Neurosci
Nat Neurosci
We propose a simple framework-meta-matching-to translate predictive models from large-scale datasets to new unseen non-brain-imaging phenotypes in small-scale studies. The key consideration is that a unique phenotype from a boutique study likely corr
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::a8bd395eed218d77134b66a29b64a8fb
https://hdl.handle.net/2128/31560
https://hdl.handle.net/2128/31560