Jose F. Rodrigues-Jr, Marco A. Gutierrez, Gabriel Spadon, Bruno Brandoli, Sihem Amer-Yahia. LIG-Doctor: Efficient patient trajectory prediction using bidirectional minimal gated-recurrent networks. Information Sciences, Vol. 545, p. 813-827, 2021. http://dx.doi.org/10.1016/j.ins.2020.09.024

Jose R.F. Junior, Diego A.C. Cardenas, Ramon A. Moreno, Marina F.S. Rebelo, Jose E. Krieger, Marco A. Gutierrez. Novel Chest Radiographic Biomarkers for COVID-19 Using Radiomic Features Associated with Diagnostics and Outcomes. Journal of Digital Imaging, Vol. 34, p. 1-11, 2021. http://dx.doi.org/10.1007/s10278-021-00421-w

Bruno R. Macedo, Michele V.F. Garcia, Marcos L. Garcia, Marcia Volpe, Mayson L.A. Sousa, Talita F. Amaral, Marco A. Gutierrez, Antonio P. Barbosa, Paulo G. Scudeller, Carlos R.R. Carvalho. Implantação de telemedicina de terapia intensiva durante a pandemia de COVID-19. Jornal Brasileiro de Pneumologia, Vol. 47, p. 1, 2021. http://dx.doi.org/10.36416/1806-3756/e20200545

Catharine V. Graves, Ramon A. Moreno, Marina F. S. Rebelo, Adriano Bordignom, Cesar H. Nomura, Marco A. Gutierrez. Cardiac motion estimation using pyramid, warping, and cost volume neural network. Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging, Vol. 11600. p. 30-36, 2021. http://dx.doi.org/10.1117/12.2582180

Diego A.C. Cardenas, Jose R. Ferreira-Jr, Ramon A. Moreno, Marina F. S. Rebelo, Jose E. Krieger, Marco A. Gutierrez. Automated radiographic bone suppression with deep convolutional neural networks. IMedical Imaging : Biomedical Applications in Molecular, Structural, and Functional Imaging, Vol. 11600. p. 46-52, 2021. http://dx.doi.org/10.1117/12.2582210

Jose R. Ferreira-Jr, Diego A.C. Cardenas, Ramon A. Moreno, Marina F.S. Rebelo, Jose E. Krieger, Marco A. Gutierrez. A general fully automated deep-learning method to detect cardiomegaly in chest x-rays. Medical Imaging: Computer-Aided Diagnosis, Vol. 11597. p. 81-86, 2021. http://dx.doi.org/10.1117/12.2581980

Jose M. Clementino, Bruno S. Faical, Christian C. Bones, Caetano Traina, Marco A. Gutierrez, Agma J. M. Traina. Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. IEEE International Symposium on ComputerBased Medical Systems (CBMS), Vol. 34. p. 253-258, 2021. http://dx.doi.org/10.1109/cbms52027.2021.00073

Claudio D. G. Linhares, Daniel M. Lima, Christian C. Bones, Marina F. S. Rebelo, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina. I-CovidVis – A Visual Analytics Tool for Interoperable Healthcare Databases using Graphs. IEEE International Symposium on Computer-Based Medical Systems (CBMS), Vol. 34. p. 125-130, 2021. http://dx.doi.org/10.1109/cbms52027.2021.00059

Felipe M. Dias, Nelson Samesima, Adele Ribeiro, Ramon A. Moreno, Carlos A. Pastore, Jose E. Krieger, Marco A. Gutierrez. 2D Image-Based Atrial Fibrillation Classification. Computing in Cardiology, Vol. 48. p. 1-4, 2021. http://dx.doi.org/10.23919/cinc53138.2021.9662735