Carlos R. R. Carvalho, Paula G. Scudeller, Guilherme Rabello, Marco A. Gutierrez, Fabio B. Jatene. Use of telemedicine to combat the COVID-19 pandemic in Brazil. Clinics, Vol. 75, p. 1-2, 2020. http://dx.doi.org/10.6061/clinics/2020/e2217

Marco A. Gutierrez. Análise Computacional da Dinâmica dos Fluídos na Substituição da Valva Aórtica Transcateter. Arquivos Brasileiros de Cardiologia, Vol. 115, p. 688-689, 2020. http://dx.doi.org/10.36660/abc.20201002

Catharine V. Graves,  Ramon A. Moreno, Marina S. Rebelo, Cesar H. Nomura, Marco A. Gutierrez. Improving the generalization of deep learning methods to segment the left ventricle in short axis MR images. IEEE Engineering in Medicine & Biology Society (EMBC), Vol. 42, p. 1203-1206, 2020. http://dx.doi.org/10.1109/EMBC44109.2020.9175256

Jose R. Ferreira-Jr, Diego A.C. Cardenas, Ramon A. Moreno, Marina F.S. Rebelo, Jose E. Krieger, Marco A. Gutierrez. Multi-View Ensemble Convolutional Neural Network to Improve Classification of Pneumonia in Low Contrast Chest X-Ray Images. IEEE Engineering in Medicine & Biology Society (EMBC), Vol. 42, p. 1238-1241, 2020. http://dx.doi.org/10.1109/embc44109.2020.9176517

Renata F. Pereira, Marina F.S. Rebelo, Ramon A. Moreno, Anderson G. Marco, Daniel M. Lima, Marcelo A. F. Arruda, Jose E. Krieger, Marco A. Gutierrez. Fully Automated Quantification of Cardiac Indices from Cine MRI Using a Combination of Convolution Neural Networks. IEEE Engineering in Medicine & Biology Society (EMBC), Vol. 42, p. 1221-1224, 2020. http://dx.doi.org/10.1109/EMBC44109.2020.9176166

Jose M. Clementino, Christian C. Bones, Bruno S. Faical, Oscar C. Linares, Daniel M. Lima, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina. Bag-of-Attributes Representation: A Vector Space Model for Electronic Health Records Analysis in OMOP. International Symposium on ComputerBased Medical Systems (CBMS), Vol. 33. p. 197-202, 2020. http://dx.doi.org/10.1109/CBMS49503.2020.00045

Diego A.C. Cardenas, Jose R. Ferreira-Jr, Ramon A. Moreno, Marina F.S. Rebelo, Jose E. Krieger, Marco A. Gutierrez. Multicenter Validation of Convolutional Neural Networks for Automated Detection of Cardiomegaly on Chest Radiographs. Anais Principais do Simpósio Brasileiro de Computação Aplicada à Saúde (SBCAS 2020), p. 179-190, 2020. https://doi.org/10.5753/sbcas.2020.11512.