Time series causal relationships discovery through feature importance and ensemble models von Castro, Manuel, Mendes Júnior, Pedro Ribeiro, Soriano-Vargas, Aurea, de Oliveira Werneck, Rafael, Moreira Gonçalves, Maiara, Lusquino Filho, Leopoldo, Moura, Renato, Zampieri, Marcelo, Linares, Oscar, Ferreira, Vitor, Ferreira, Alexandre, Davólio, Alessandra, Schiozer, Denis, Rocha, Anderson

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Rock-type classification: A (critical) machine-learning perspective von Ribeiro Mendes, Pedro, Salavati, Soroor, Linares, Oscar, Moreira Gonçalves, Maiara, Ferreira Zampieri, Marcelo, de Sousa Ferreira, Vitor Hugo, Castro, Manuel, de Oliveira Werneck, Rafael, Moura, Renato, Morais, Elayne, Esmin, Ahmed, Lusquino, Leopoldo, Schiozer, Denis José, Ferreira, Alexandre, Davólio, Alessandra, Rocha, Anderson

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A multi-modal approach for mixed-frequency time series forecasting von Filho, Leopoldo Lusquino, de Oliveira Werneck, Rafael, Castro, Manuel, Ribeiro Mendes Júnior, Pedro, Lustosa, Augusto, Zampieri, Marcelo, Linares, Oscar, Moura, Renato, Morais, Elayne, Amaral, Murilo, Salavati, Soroor, Loomba, Ashish, Esmin, Ahmed, Gonçalves, Maiara, Schiozer, Denis José, Ferreira, Alexandre, Davólio, Alessandra, Rocha, Anderson

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Monomer conversion of composite dental resins photoactivated by a halogen lamp and a LED: a FT-Raman spectroscopy study von Soares, Luís Eduardo Silva, Rocha, Rick, Martin, Airton Abrahão, Pinheiro, Antonio L. B., Zampieri, Marcelo

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Data-driven deep-learning forecasting for oil production and pressure von Werneck, Rafael de Oliveira, Prates, Raphael, Moura, Renato, Gonçalves, Maiara Moreira, Castro, Manuel, Soriano-Vargas, Aurea, Ribeiro Mendes Júnior, Pedro, Hossain, M. Manzur, Zampieri, Marcelo Ferreira, Ferreira, Alexandre, Davólio, Alessandra, Schiozer, Denis, Rocha, Anderson

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A visual analytics approach to anomaly detection in hydrocarbon reservoir time series data von Soriano-Vargas, Aurea, Werneck, Rafael, Moura, Renato, Mendes Júnior, Pedro, Prates, Raphael, Castro, Manuel, Gonçalves, Maiara, Hossain, Manzur, Zampieri, Marcelo, Ferreira, Alexandre, Davólio, Alessandra, Hamann, Bernd, Schiozer, Denis José, Rocha, Anderson

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A INCONSTITUCIONALIDADE DA COBRANÇA “POR DENTRO” DO ICMS von Schäffer Stahlhöfer, Iásin, Fank, João Fernando, Zampieri, Marcelo Carlos

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FT‐Raman spectroscopy study for skin cancer diagnosis von Nunes, Lilian de Oliveira, Martin, Aírton Abrahão, Silveira, Landulfo, Zampieri, Marcelo

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Dispositivo protetor de portas seriais, paralelas e similares von MARCELO TORRES ZAMPIERI

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Heterogeneous effects of alveolar recruitment in acute respiratory distress syndrome: a machine learning reanalysis of the Alveolar Recruitment for Acute Respiratory Distress Syndr... von Zampieri, Fernando G., Costa, Eduardo L., Iwashyna, Theodore J., Carvalho, Carlos R.R., Damiani, Lucas P., Taniguchi, Leandro U., Amato, Marcelo B.P., Cavalcanti, Alexandre B.

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Hepatopulmonary syndrome has low prevalence of pulmonary vascular abnormalities on chest computed tomography von Folador, Luciano, Torres, Felipe S, Zampieri, Juliana F, Machado, Betina C, Knorst, Marli M, Gazzana, Marcelo B

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C-reactive protein/albumin ratio predicts 90-day mortality of septic patients von Ranzani, Otavio T, Zampieri, Fernando Godinho, Forte, Daniel Neves, Azevedo, Luciano Cesar Pontes, Park, Marcelo

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The effects of performance status one week before hospital admission on the outcomes of critically ill patients von Zampieri, Fernando G., Bozza, Fernando A., Moralez, Giulliana M., Mazza, Débora D. S., Scotti, Alexandre V., Santino, Marcelo S., Ribeiro, Rubens A. B., Rodrigues Filho, Edison M., Cabral, Maurício M., Maia, Marcelo O., D’Alessandro, Patrícia S., Oliveira, Sandro V., Menezes, Márcia A. M., Caser, Eliana B., Lannes, Roberto S., Alencar Neto, Meton S., Machado, Maristela M., Sousa, Marcelo F., Salluh, Jorge I. F., Soares, Marcio

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ESICM guidelines on acute respiratory distress syndrome: definition, phenotyping and respiratory support strategies von Grasselli, Giacomo, Calfee, Carolyn S., Camporota, Luigi, Poole, Daniele, Amato, Marcelo B. P., Antonelli, Massimo, Arabi, Yaseen M., Baroncelli, Francesca, Beitler, Jeremy R., Bellani, Giacomo, Bellingan, Geoff, Blackwood, Bronagh, Bos, Lieuwe D. J., Brochard, Laurent, Brodie, Daniel, Burns, Karen E. A., Combes, Alain, D’Arrigo, Sonia, De Backer, Daniel, Demoule, Alexandre, Einav, Sharon, Fan, Eddy, Ferguson, Niall D., Frat, Jean-Pierre, Gattinoni, Luciano, Guérin, Claude, Herridge, Margaret S., Hodgson, Carol, Hough, Catherine L., Jaber, Samir, Juffermans, Nicole P., Karagiannidis, Christian, Kesecioglu, Jozef, Kwizera, Arthur, Laffey, John G., Mancebo, Jordi, Matthay, Michael A., McAuley, Daniel F., Mercat, Alain, Meyer, Nuala J., Moss, Marc, Munshi, Laveena, Myatra, Sheila N., Ng Gong, Michelle, Papazian, Laurent, Patel, Bhakti K., Pellegrini, Mariangela, Perner, Anders, Pesenti, Antonio, Piquilloud, Lise, Qiu, Haibo, Ranieri, Marco V., Riviello, Elisabeth, Slutsky, Arthur S., Stapleton, Renee D., Summers, Charlotte, Thompson, Taylor B., Valente Barbas, Carmen S., Villar, Jesús, Ware, Lorraine B., Weiss, Björn, Zampieri, Fernando G., Azoulay, Elie, Cecconi, Maurizio

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Two New Flavonoids from the Leaves of Baccharis oblongifolia (Ruiz and Pav.) Pers. (Asteraceae) von Zampieri, Paulo R F, Tamayose, Cinthia I, Fávero, Oriana A, Romoff, Paulete, Ferreira, Marcelo J P

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ICU staffing feature phenotypes and their relationship with patients’ outcomes: an unsupervised machine learning analysis von Zampieri, Fernando G., Salluh, Jorge I. F., Azevedo, Luciano C. P., Kahn, Jeremy M., Damiani, Lucas P., Borges, Lunna P., Viana, William N., Costa, Roberto, Corrêa, Thiago D., Araya, Dieter E. S., Maia, Marcelo O., Ferez, Marcus A., Carvalho, Alexandre G. R., Knibel, Marcos F., Melo, Ulisses O., Santino, Marcelo S., Lisboa, Thiago, Caser, Eliana B., Besen, Bruno A. M. P., Bozza, Fernando A., Angus, Derek C., Soares, Marcio

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Trends in clinical profiles, organ support use and outcomes of patients with cancer requiring unplanned ICU admission: a multicenter cohort study von Zampieri, Fernando G., Romano, Thiago G., Salluh, Jorge I. F., Taniguchi, Leandro U., Mendes, Pedro V., Nassar, Antonio P., Costa, Roberto, Viana, William N., Maia, Marcelo O., Lima, Mariza F. A., Cappi, Sylas B., Carvalho, Alexandre G. R., De Marco, Fernando V. C., Santino, Marcelo S., Perecmanis, Eric, Miranda, Fabio G., Ramos, Grazielle V., Silva, Aline R., Hoff, Paulo M., Bozza, Fernando A., Soares, Marcio

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Association of frailty with short-term outcomes, organ support and resource use in critically ill patients von Zampieri, Fernando G., Iwashyna, Theodore J., Viglianti, Elizabeth M., Taniguchi, Leandro U., Viana, William N., Costa, Roberto, Corrêa, Thiago D., Moreira, Carlos Eduardo N., Maia, Marcelo O., Moralez, Giulliana M., Lisboa, Thiago, Ferez, Marcus A., Freitas, Carlos Eduardo F., de Carvalho, Clayton B., Mazza, Bruno F., Lima, Mariza F. A., Ramos, Grazielle V., Silva, Aline R., Bozza, Fernando A., Salluh, Jorge. I. F., Soares, Marcio

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Physiological and clinical effects of different infusion rates of intravenous fluids for volume expansion: A scoping review von Alves, João Antonio Milanese, Magalhães, Marcelo Rocha, Zampieri, Fernando G., Veiga, Viviane C., Maia, Israel S., Cavalcanti, Alexandre Biasi

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Correction to: Trends in clinical profiles, organ support use and outcomes of patients with cancer requiring unplanned ICU admission: a multicenter cohort study von Zampieri, Fernando G., Romano, Thiago G., Salluh, Jorge I. F., Taniguchi, Leandro U., Mendes, Pedro V., Nassar, Antonio P., Costa, Roberto, Viana, William N., Maia, Marcelo O., Lima, Mariza F. A., Cappi, Sylas B., Carvalho, Alexandre G. R., De Marco, Fernando V. C., Santino, Marcelo S., Perecmanis, Eric, Miranda, Fabio G., Ramos, Grazielle V., Silva, Aline R., Hoff, Paulo M., Bozza, Fernando A., Soares, Marcio

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