Pedro L. Ballester
Pedro L. Ballester
The Hospital for Sick Children (SickKids)
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On the performance of GoogLeNet and AlexNet applied to sketches
P Ballester, R Araujo
Proceedings of the AAAI conference on artificial intelligence 30 (1), 2016
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
CS Perone, P Ballester, RC Barros, J Cohen-Adad
NeuroImage 194, 1-11, 2019
Can we trust deep learning based diagnosis? the impact of domain shift in chest radiograph classification
EHP Pooch, P Ballester, RC Barros
Thoracic Image Analysis: Second International Workshop, TIA 2020, Held in …, 2020
Depression, anxiety, and lifestyle among essential workers: a web survey from Brazil and Spain during the COVID-19 pandemic
RB De Boni, V Balanzá-Martínez, JC Mota, TDA Cardoso, P Ballester, ...
Journal of medical Internet research 22 (10), e22835, 2020
An open-source bio-inspired solution to underwater SLAM
L Silveira, F Guth, P Drews-Jr, P Ballester, M Machado, F Codevilla, ...
IFAC-PapersOnLine 48 (2), 212-217, 2015
Machine learning and big data analytics in bipolar disorder: a position paper from the International Society for Bipolar Disorders Big Data Task Force
IC Passos, PL Ballester, RC Barros, D Librenza‐Garcia, B Mwangi, ...
Bipolar Disorders 21 (7), 582-594, 2019
Underwater SLAM: Challenges, state of the art, algorithms and a new biologically-inspired approach
F Guth, L Silveira, S Botelho, P Drews, P Ballester
5th IEEE RAS/EMBS international conference on biomedical robotics and …, 2014
Who attempts suicide among medical students?
G Marcon, G Massaro Carneiro Monteiro, P Ballester, RM Cassidy, ...
Acta Psychiatrica Scandinavica 141 (3), 254-264, 2020
Brain age in mood and psychotic disorders: a systematic review and meta‐analysis
PL Ballester, MT Romano, T de Azevedo Cardoso, S Hassel, SC Strother, ...
Acta Psychiatrica Scandinavica 145 (1), 42-55, 2022
Predictors of suicide attempt in patients with obsessive-compulsive disorder: an exploratory study with machine learning analysis
NA Agne, CG Tisott, P Ballester, IC Passos, YA Ferrão
Psychological medicine 52 (4), 715-725, 2022
Prediction of suicide attempts in a prospective cohort study with a nationally representative sample of the US population
C dos Santos Machado, PL Ballester, B Cao, B Mwangi, MA Caldieraro, ...
Psychological medicine 52 (14), 2985-2996, 2022
Precision psychiatry: the future is now
IC Passos, P Ballester, FD Rabelo-da-Ponte, F Kapczinski
The Canadian Journal of Psychiatry 67 (1), 21-25, 2022
Predicting brain age at slice level: convolutional neural networks and consequences for interpretability
PL Ballester, LT Da Silva, M Marcon, NB Esper, BN Frey, A Buchweitz, ...
Frontiers in psychiatry 12, 598518, 2021
Smartphone‐based interventions in bipolar disorder: Systematic review and meta‐analyses of efficacy. A position paper from the International Society for Bipolar Disorders (ISBD …
G Anmella, M Faurholt‐Jepsen, D Hidalgo‐Mazzei, J Radua, IC Passos, ...
Bipolar Disorders 24 (6), 580-614, 2022
Accelerated brain aging in major depressive disorder and antidepressant treatment response: A CAN-BIND report
PL Ballester, JS Suh, N Nogovitsyn, S Hassel, SC Strother, SR Arnott, ...
NeuroImage: Clinical 32, 102864, 2021
5-year incidence of suicide-risk in youth: A gradient tree boosting and SHAP study
PL Ballester, TA Cardoso, FP Moreira, RA da Silva, TC Mondin, ...
Journal of affective disorders 295, 1049-1056, 2021
Measures of emotion dysregulation: A narrative review.
A Agako, P Ballester, V Stead, RE McCabe, SM Green
Canadian Psychology/Psychologie canadienne 63 (3), 376, 2022
Structural and functional brain correlates of neuroprogression in bipolar disorder
D Librenza-Garcia, JS Suh, DP Watts, PL Ballester, L Minuzzi, ...
Bipolar Disorder: From Neuroscience to Treatment, 197-213, 2021
Big data and machine learning meet the health sciences
IC Passos, P Ballester, JV Pinto, B Mwangi, F Kapczinski
Personalized psychiatry: big data analytics in mental health, 1-13, 2019
Gray matter volume drives the brain age gap in schizophrenia: a SHAP study
PL Ballester, JS Suh, NCW Ho, L Liang, S Hassel, SC Strother, SR Arnott, ...
Schizophrenia 9 (1), 3, 2023
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