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Pedro L. Ballester
Pedro L. Ballester
The Hospital for Sick Children (SickKids)
Verified email at sickkids.ca
Title
Cited by
Cited by
Year
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
3792016
Unsupervised domain adaptation for medical imaging segmentation with self-ensembling
CS Perone, P Ballester, RC Barros, J Cohen-Adad
NeuroImage 194, 1-11, 2019
2172019
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
137*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
972020
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
612015
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
562019
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
492014
Who attempts suicide among medical students?
G Marcon, G Massaro Carneiro Monteiro, P Ballester, RM Cassidy, ...
Acta Psychiatrica Scandinavica 141 (3), 254-264, 2020
452020
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
372022
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
342022
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
232022
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
182021
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
172022
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
172022
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
172021
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
142021
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
142021
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
122022
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
122019
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
92023
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