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Felipe André Zeiser
Felipe André Zeiser
Otros nombresFelipe Zeiser, Zeiser Felipe, Zeiser Felipe Andre
Universidade do Vale do Rio dos Sinos - Unisinos
Dirección de correo verificada de edu.unisinos.br
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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
1202022
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
632020
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
472022
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
282021
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
182021
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
162021
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
72021
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
42023
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
32020
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
22023
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
22022
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, ...
22020
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
DETECÇÃO DE MINERAÇÃO ILEGAL EM FLORESTAS COM RESNET50: UMA ABORDAGEM COM REDE NEURAL CONVOLUCIONAL
RA Hentz, FA Zeiser
Seminário de Iniciação Científica e Seminário Integrado de Ensino, Pesquisa …, 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
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
Generating X-ray Reports Using Global Attention
FA Zeiser, CA da Costa, G de Oliveira Ramos, HC Bohn, I Santos, ...
XIX Encontro Nacional de Inteligência. Artificial e Computacional, 2022
2022
Evaluation of Convolutional Neural Networks for COVID-19 Classification on Chest X-Rays
F André Zeiser, C André da Costa, G de Oliveira Ramos, H Bohn, I Santos, ...
arXiv e-prints, arXiv: 2109.02415, 2021
2021
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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