Detalhe da pesquisa
1.
Genomic loci influence patterns of structural covariance in the human brain.
Proc Natl Acad Sci U S A
; 120(52): e2300842120, 2023 Dec 26.
Artigo
em Inglês
| MEDLINE | ID: mdl-38127979
2.
Psychosis brain subtypes validated in first-episode cohorts and related to illness remission: results from the PHENOM consortium.
Mol Psychiatry
; 28(5): 2008-2017, 2023 05.
Artigo
em Inglês
| MEDLINE | ID: mdl-37147389
3.
Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study.
Neuroimage
; 269: 119911, 2023 04 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-36731813
4.
Harmonizing functional connectivity reduces scanner effects in community detection.
Neuroimage
; 256: 119198, 2022 08 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-35421567
5.
Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors.
J Magn Reson Imaging
; 55(3): 908-916, 2022 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-34564904
6.
MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide.
Brain
; 143(7): 2312-2324, 2020 07 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-32591831
7.
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.
Brain
; 143(3): 1027-1038, 2020 03 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-32103250
8.
Changes in brain functional connectivity and cognition related to white matter lesion burden in hypertensive patients from SPRINT.
Neuroradiology
; 63(6): 913-924, 2021 Jun.
Artigo
em Inglês
| MEDLINE | ID: mdl-33404789
9.
The Brain Chart of Aging: Machine-learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans.
Alzheimers Dement
; 17(1): 89-102, 2021 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-32920988
10.
A comparison of Freesurfer and multi-atlas MUSE for brain anatomy segmentation: Findings about size and age bias, and inter-scanner stability in multi-site aging studies.
Neuroimage
; 223: 117248, 2020 12.
Artigo
em Inglês
| MEDLINE | ID: mdl-32860881
11.
Harmonization of large MRI datasets for the analysis of brain imaging patterns throughout the lifespan.
Neuroimage
; 208: 116450, 2020 03.
Artigo
em Inglês
| MEDLINE | ID: mdl-31821869
12.
Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.
Nat Commun
; 15(1): 354, 2024 Jan 08.
Artigo
em Inglês
| MEDLINE | ID: mdl-38191573
13.
Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals.
JAMA Psychiatry
; 81(5): 456-467, 2024 May 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-38353984
14.
Computing personalized brain functional networks from fMRI using self-supervised deep learning.
Med Image Anal
; 85: 102756, 2023 04.
Artigo
em Inglês
| MEDLINE | ID: mdl-36706636
15.
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering.
ArXiv
; 2023 Jan 25.
Artigo
em Inglês
| MEDLINE | ID: mdl-36748000
16.
Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.
JAMA Psychiatry
; 80(5): 498-507, 2023 05 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-37017948
17.
Five dominant dimensions of brain aging are identified via deep learning: associations with clinical, lifestyle, and genetic measures.
medRxiv
; 2023 Dec 30.
Artigo
em Inglês
| MEDLINE | ID: mdl-38234857
18.
Harmonization of multi-site functional connectivity measures in tangent space improves brain age prediction.
Proc SPIE Int Soc Opt Eng
; 120362022.
Artigo
em Inglês
| MEDLINE | ID: mdl-36845412
19.
Disentangling Alzheimer's disease neurodegeneration from typical brain ageing using machine learning.
Brain Commun
; 4(3): fcac117, 2022.
Artigo
em Inglês
| MEDLINE | ID: mdl-35611306
20.
Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression.
JAMA Psychiatry
; 79(5): 464-474, 2022 05 01.
Artigo
em Inglês
| MEDLINE | ID: mdl-35262657