Research output per year
Research output per year
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Dive into the research topics where Rafael Garcia Dias is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Challenges in Using mHealth Data From Smartphones and Wearable Devices to Predict Depression Symptom Severity: Retrospective Analysis
RADAR-CNS Consortium, 2023, In: Journal of Medical Internet Research. 25, e45233.Research output: Contribution to journal › Article › peer-review
Open Access8 Citations (Scopus) -
Brain age prediction: A comparison between machine learning models using region- and voxel-based morphometric data
Baecker, L., Dafflon, J., Da Costa, P. F., Garcia Dias, R., Vieira, S., Scarpazza, C., Calhoun, V. D., Sato, J. R., Mechelli, A. & Pinaya, W. H. L., 1 Jun 2021, In: Human Brain Mapping. 42, 8, p. 2332-2346 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile60 Citations (Scopus)394 Downloads (Pure) -
Machine learning for brain age prediction: Introduction to methods and clinical applications
Baecker, L., Garcia-dias, R., Vieira, S., Scarpazza, C. & Mechelli, A., Oct 2021, In: EBioMedicine. 72, p. 103600 103600.Research output: Contribution to journal › Review article › peer-review
Open Access87 Citations (Scopus) -
Using normative modelling to detect disease progression in mild cognitive impairment and Alzheimer’s disease in a cross-sectional multi-cohort study
Lopez Pinaya, W., Scarpazza, C., Garcia Dias, R., Vieira, S., Baecker, L., Da Costa, P. F., Redolfi, A., Frisoni, G., Pievani, M., Calhoun, V., Sato, J. & Mechelli, A., 22 Jun 2021, (Accepted/In press) In: Scientific Reports.Research output: Contribution to journal › Article › peer-review
Open AccessFile187 Downloads (Pure) -
A step-by-step tutorial on how to build a machine learning model
Vieira, S., Garcia-dias, R. & Lopez Pinaya, W. H., 2020, Machine Learning: Methods and Applications to Brain Disorders. Elsevier, p. 343-370 28 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter
9 Citations (Scopus)
Projects
- 1 Finished
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Using Artificial Intelligence to mitigate scanner bias in brain disorders
Mechelli, A. (Primary Investigator), Baecker, L. (Co-Investigator), Garcia Dias, R. (Co-Investigator) & Mendes Vieira, S. (Co-Investigator)
1/07/2022 → 31/12/2022
Project: Research