| First and second COVID-19 waves in Brazil: A cross-sectional study of patients’ characteristics related to hospitalization and in-hospital mortality FA Zeiser, B Donida, CA da Costa, G de Oliveira Ramos, JN Scherer, ... The Lancet Regional Health-Americas 6, 100107, 2022 | 127 | 2022 |
| Segmentation of Masses on Mammograms Using Data Augmentation and Deep Learning FA Zeiser, CA da Costa, T Zonta, NMC Marques, AV Roehe, M Moreno, ... Journal of Digital Imaging, 1-11, 2020 | 65 | 2020 |
| A predictive maintenance model for optimizing production schedule using deep neural networks T Zonta, CA Da Costa, FA Zeiser, G de Oliveira Ramos, R Kunst, ... Journal of Manufacturing Systems 62, 450-462, 2022 | 55 | 2022 |
| DeepBatch: A hybrid deep learning model for interpretable diagnosis of breast cancer in whole-slide images FA Zeiser, CA da Costa, GO Ramos, HC Bohn, I Santos, AV Roehe Expert Systems with Applications 185, 1-16, 2021 | 32 | 2021 |
| Breast cancer intelligent analysis of histopathological data: A systematic review FA Zeiser, CA da Costa, AV Roehe, RR Righi, NC Marques Applied Soft Computing, 107886, 2021 | 20 | 2021 |
| First and second COVID-19 waves in Brazil: A cross-sectional study of patients’ characteristics related to hospitalization and in-hospital mortality. Lancet Reg Health Am. 2022 … FA Zeiser, B Donida, CA da Costa, GO Ramos, JN Scherer, NT Barcellos | 17 | 2021 |
| Digital health in smart cities: Rethinking the remote health monitoring architecture on combining edge, fog, and cloud VF Rodrigues, R da Rosa Righi, CA da Costa, FA Zeiser, B Eskofier, ... Health and Technology 13 (3), 449-472, 2023 | 8 | 2023 |
| Evaluation of convolutional neural networks for COVID-19 classification on chest X-rays FA Zeiser, CA Costa, GO Ramos, H Bohn, I Santos, RR Righi Brazilian conference on intelligent systems, 121-132, 2021 | 8 | 2021 |
| Deepcadd: a deep learning architecture for automatic detection of coronary artery disease SA Freitas, FA Zeiser, CA Da Costa, GDO Ramos 2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022 | 4 | 2022 |
| Binary segmentation of seismic facies using encoder-decoder neural networks G Lima, G Ramos, S Rigo, F Zeiser, A da Silveira arXiv preprint arXiv:2012.03675, 2020 | 3 | 2020 |
| NT5E DNA methylation in papillary thyroid cancer: novel opportunities for precision oncology APS Bertoni, CF Valandro, RÁ Brasil, FA Zeiser, MR Wink, TW Furlanetto, ... Molecular and Cellular Endocrinology 570, 111915, 2023 | 2 | 2023 |
| First and Second COVID-19 Waves in Brazil: a cross-sectional study of patients’ characteristics related to in-hospital mortality FA Zeiser, B Donida, CA da Costa, GO Ramos, JN Scherer, NT Barcellos, ... | 2 | 2020 |
| CheXReport: A transformer-based architecture to generate chest X-ray reports suggestions FA Zeiser, CA da Costa, G de Oliveira Ramos, A Maier, R da Rosa Righi Expert Systems with Applications, 124644, 2024 | | 2024 |
| Classification and Prediction of Hypoglycemia in Patients with Type 2 Diabetes Mellitus Using Data from the EHR and Patient Context. LC Gubert, FA Zeiser, CA da Costa, R Kunst IoTBDS, 276-283, 2024 | | 2024 |
| An encoder–decoder deep neural network for binary segmentation of seismic facies G Lima, FA Zeiser, A Da Silveira, S Rigo, G de Oliveira Ramos Computers & Geosciences 183, 105507, 2024 | | 2024 |
| ARTERIAL: A Natural Language Processing Model for Prevention of Information Leakage from Electronic Health Records G Goldschmidt, FA Zeiser, RDR Righi, CA Da Costa 2023 XIII Brazilian Symposium on Computing Systems Engineering (SBESC), 1-6, 2023 | | 2023 |
| Integration of Epidemiologic, Socioeconomic, and Sociodemographic Indicators to Predict Early COVID-19 In-Hospital Outcomes H Matos, AB Schmitt, FA Zeiser, CA da Costa, G de Oliveira Ramos Anais do XX Encontro Nacional de Inteligência Artificial e Computacional …, 2023 | | 2023 |
| Aprendizado profundo para assistência histopatológica: um estudo de classificação de micrometástases em câncer de mama G Kuhn, FA Zeiser, A Roehe, CA da Costa, G de Oliveira Ramos Anais do XXIII Simpósio Brasileiro de Computação Aplicada à Saúde, 407-418, 2023 | | 2023 |
| Pleural Effusion Classification on Chest X-Ray Images with Contrastive Learning. FA Zeiser, I Santos, H Bohn, CA da Costa, G de Oliveira Ramos, ... WEBIST, 399-405, 2023 | | 2023 |
| Internet das Coisas de Saúde: aplicando IoT, interoperabilidade e aprendizado de máquina com foco no paciente APS Bertoni, VF Rodrigues, FA Zeiser, B Mello, CA da Costa, B Donida, ... Sociedade Brasileira de Computação, 2022 | | 2022 |
Cristiano André da CostaUniversidade do Vale do Rio dos Sinos - Unisinos在 unisinos.br 的电子邮件经过验证
