Vieira S - Search Results

1

Can we predict who will benefit from cognitive-behavioural therapy? A systematic review and meta-analysis of machine learning studies.

Vieira S, Liang X, Guiomar R, Mechelli A. Vieira S, et al. Clin Psychol Rev. 2022 Nov;97:102193. doi: 10.1016/j.cpr.2022.102193. Epub 2022 Aug 6. Clin Psychol Rev. 2022. PMID: 35995023 Free article. Review.

2

Translating research findings into clinical practice: a systematic and critical review of neuroimaging-based clinical tools for brain disorders.

Scarpazza C, Ha M, Baecker L, Garcia-Dias R, Pinaya WHL, Vieira S, Mechelli A. Scarpazza C, et al. Among authors: vieira s. Transl Psychiatry. 2020 Apr 20;10(1):107. doi: 10.1038/s41398-020-0798-6. Transl Psychiatry. 2020. PMID: 32313006 Free PMC article. Review.

3

Using deep learning to investigate the neuroimaging correlates of psychiatric and neurological disorders: Methods and applications.

Vieira S, Pinaya WH, Mechelli A. Vieira S, et al. Neurosci Biobehav Rev. 2017 Mar;74(Pt A):58-75. doi: 10.1016/j.neubiorev.2017.01.002. Epub 2017 Jan 10. Neurosci Biobehav Rev. 2017. PMID: 28087243 Free article. Review.

4

A transdiagnostic neuroanatomical signature of psychiatric illness.

Gong Q, Scarpazza C, Dai J, He M, Xu X, Shi Y, Zhou B, Vieira S, McCrory E, Ai Y, Yang C, Zhang F, Lui S, Mechelli A. Gong Q, et al. Among authors: vieira s. Neuropsychopharmacology. 2019 Apr;44(5):869-875. doi: 10.1038/s41386-018-0175-9. Epub 2018 Aug 8. Neuropsychopharmacology. 2019. PMID: 30127342 Free PMC article.

5

Using Machine Learning and Structural Neuroimaging to Detect First Episode Psychosis: Reconsidering the Evidence.

Vieira S, Gong QY, Pinaya WHL, Scarpazza C, Tognin S, Crespo-Facorro B, Tordesillas-Gutierrez D, Ortiz-García V, Setien-Suero E, Scheepers FE, Van Haren NEM, Marques TR, Murray RM, David A, Dazzan P, McGuire P, Mechelli A. Vieira S, et al. Schizophr Bull. 2020 Jan 4;46(1):17-26. doi: 10.1093/schbul/sby189. Schizophr Bull. 2020. PMID: 30809667 Free PMC article.

6

Integrating machining learning and multimodal neuroimaging to detect schizophrenia at the level of the individual.

Lei D, Pinaya WHL, Young J, van Amelsvoort T, Marcelis M, Donohoe G, Mothersill DO, Corvin A, Vieira S, Huang X, Lui S, Scarpazza C, Arango C, Bullmore E, Gong Q, McGuire P, Mechelli A. Lei D, et al. Among authors: vieira s. Hum Brain Mapp. 2020 Apr 1;41(5):1119-1135. doi: 10.1002/hbm.24863. Epub 2019 Nov 18. Hum Brain Mapp. 2020. PMID: 31737978 Free PMC article.

7

From models to tools: clinical translation of machine learning studies in psychosis.

Mechelli A, Vieira S. Mechelli A, et al. Among authors: vieira s. NPJ Schizophr. 2020 Feb 14;6(1):4. doi: 10.1038/s41537-020-0094-8. NPJ Schizophr. 2020. PMID: 32060287 Free PMC article. No abstract available.

8

Brain age prediction: A comparison between machine learning models using region- and voxel-based morphometric data.

Baecker L, Dafflon J, da Costa PF, Garcia-Dias R, Vieira S, Scarpazza C, Calhoun VD, Sato JR, Mechelli A, Pinaya WHL. Baecker L, et al. Among authors: vieira s. Hum Brain Mapp. 2021 Jun 1;42(8):2332-2346. doi: 10.1002/hbm.25368. Epub 2021 Mar 19. Hum Brain Mapp. 2021. PMID: 33738883 Free PMC article.

9

Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer's disease in a cross-sectional multi-cohort study.

Pinaya WHL, Scarpazza C, Garcia-Dias R, Vieira S, Baecker L, F da Costa P, Redolfi A, Frisoni GB, Pievani M, Calhoun VD, Sato JR, Mechelli A. Pinaya WHL, et al. Among authors: vieira s. Sci Rep. 2021 Aug 3;11(1):15746. doi: 10.1038/s41598-021-95098-0. Sci Rep. 2021. PMID: 34344910 Free PMC article.

10

Machine learning for brain age prediction: Introduction to methods and clinical applications.

Baecker L, Garcia-Dias R, Vieira S, Scarpazza C, Mechelli A. Baecker L, et al. Among authors: vieira s. EBioMedicine. 2021 Oct;72:103600. doi: 10.1016/j.ebiom.2021.103600. Epub 2021 Oct 4. EBioMedicine. 2021. PMID: 34614461 Free PMC article. Review.

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