{"id":427,"date":"2023-08-24T21:39:46","date_gmt":"2023-08-24T21:39:46","guid":{"rendered":"http:\/\/www2.incor.usp.br\/sites\/spdweb\/?page_id=427"},"modified":"2023-08-25T13:56:46","modified_gmt":"2023-08-25T13:56:46","slug":"publications-2021","status":"publish","type":"page","link":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/publications-2021\/","title":{"rendered":"Publications-2021"},"content":{"rendered":"\n

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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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. Implanta\u00e7\u00e3o 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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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<\/a><\/strong><\/p>\n\n\n\n

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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 … Continue lendo Publications-2021<\/span> →<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-427","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/pages\/427","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/comments?post=427"}],"version-history":[{"count":7,"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/pages\/427\/revisions"}],"predecessor-version":[{"id":505,"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/pages\/427\/revisions\/505"}],"wp:attachment":[{"href":"https:\/\/www2.incor.usp.br\/sites\/spdweb\/wp-json\/wp\/v2\/media?parent=427"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}