| On the performance of GoogLeNet and AlexNet applied to sketches P Ballester, RM Araujo Thirtieth AAAI Conference on Artificial Intelligence, 2016 | 220 | 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 | 114 | 2019 |
| 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 | 53 | 2020 |
| 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 | 47* | 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 | 40 | 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 | 38 | 2014 |
| 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 | 35 | 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 | 17 | 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 | 15 | 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 | 15 | 2020 |
| 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 | 11 | 2021 |
| 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 | 8 | 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 | 7 | 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 | 7 | 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 | 6 | 1909 |
| Precision psychiatry: the future is now IC Passos, P Ballester, FD Rabelo-da-Ponte, F Kapczinski The Canadian Journal of Psychiatry, 0706743721998044, 2021 | 5 | 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, 2020 | 5 | 2020 |
| Multi-task reinforcement learning: an hybrid A3C domain approach M Birck, UB Correa, P Ballester, VO Andersson, RM Araujo January, 2017 | 5 | 2017 |
| 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, 118, 2021 | 4 | 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 | 4 | 2017 |
Ricardo Matsumura AraújoFederal University of PelotasGeverifieerd e-mailadres voor inf.ufpel.edu.br
