| 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 | 120 | 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 | 53 | 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 | 32 | 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 | 32 | 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 | 15 | 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 | 10 | 2019 |
| 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 |
| 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 EHP Pooch, PL Ballester, RC Barros The impact of domain shift in chest radiograph classification, 2019 | 6 | 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 | 5 | 2020 |
| 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 | 5 | 2017 |
| 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 | 3 | 2020 |
| Big data and machine learning meet the health sciences IC Passos, P Ballester, JV Pinto, B Mwangi, F Kapczinski Personalized Psychiatry, 1-13, 2019 | 3 | 2019 |
| Multi-task reinforcement learning: an hybrid A3C domain approach MAF Birck, UB Correa, P Ballester, VO Andersson, RM Araujo January, 2017 | 3 | 2017 |
| Structural and Functional Brain Correlates of Neuroprogression in Bipolar Disorder D Librenza-Garcia, JS Suh, DP Watts, PL Ballester, L Minuzzi, ... Springer, Berlin, Heidelberg, 2020 | 1 | 2020 |
| Semi-supervised learning methods for unsupervised domain adaptation in medical imaging segmentation PL Ballester Pontifícia Universidade Católica do Rio Grande do Sul, 2019 | 1 | 2019 |
| Positive predictive values and potential success of suicide prediction models IC Passos, P Ballester JAMA psychiatry 76 (8), 869, 2019 | 1 | 2019 |
| Lateral Representation Learning in Convolutional Neural Networks P Ballester, UB Correa, RM Araujo 2018 International Joint Conference on Neural Networks (IJCNN), 1-8, 2018 | 1 | 2018 |
| Towards Graffiti Classification in Weakly Labeled Images Using Convolutional Neural Networks GR Munsberg, P Ballester, MF Birck, UB Correa, VO Andersson, ... Latin American Workshop on Computational Neuroscience, 39-48, 2017 | 1 | 2017 |
| 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 | | 2020 |
Ricardo Matsumura AraújoFederal University of PelotasVerified email at inf.ufpel.edu.br
