Pedro L. Ballester
Pedro L. Ballester
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On the performance of GoogLeNet and AlexNet applied to sketches
P Ballester, RM Araujo
Thirtieth AAAI Conference on Artificial Intelligence, 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 models diagnosis? The impact of domain shift in chest radiograph classification
EHP Pooch, PL Ballester, RC Barros
arXiv preprint arXiv:1909.01940, 2019
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
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
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
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
Who attempts suicide among medical students?
G Marcon, G Massaro Carneiro Monteiro, P Ballester, RM Cassidy, ...
Acta Psychiatrica Scandinavica 141 (3), 254-264, 2020
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, 1-11, 2020
Can we trust deep learning based diagnosis? the impact of domain shift in chest radiograph classification
EHP Pooch, P Ballester, RC Barros
International Workshop on Thoracic Image Analysis, 74-83, 2020
A topological descriptor of acoustic images for navigation and mapping
MM Dos Santos, P Ballester, GB Zaffari, P Drews, S Botelho
2015 12th Latin American Robotics Symposium and 2015 3rd Brazilian Symposium …, 2015
Big data and machine learning meet the health sciences
IC Passos, P Ballester, JV Pinto, B Mwangi, F Kapczinski
Personalized Psychiatry, 1-13, 2019
A topological descriptor of forward looking sonar images for navigation and mapping
M Machado, G Zaffari, P Ballester, P Drews-Jr, S Botelho
Robotics, 120-134, 2016
Can we trust deep learning models diagnosis? The impact of domain shift in chest radiograph classification. arXiv 2019
EHP Pooch, PL Ballester, RC Barros
arXiv preprint arXiv:1909.01940, 1909
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, 118, 2021
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
Assessing the performance of convolutional neural networks on classifying disorders in apple tree leaves
P Ballester, UB Correa, M Birck, R Araujo
Latin American Workshop on Computational Neuroscience, 31-38, 2017
Multi-task reinforcement learning: an hybrid A3C domain approach
MAF Birck, UB Correa, P Ballester, VO Andersson, RM Araujo
January, 2017
Precision Psychiatry: The Future Is Now
IC Passos, P Ballester, FD Rabelo-da-Ponte, F Kapczinski
The Canadian Journal of Psychiatry, 0706743721998044, 2021
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, 1-12, 2021
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