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Machine Learning Improves the Identification of Individuals With Higher Morbidity and Avoidable Health Costs After Acute Coronary Syndromes.
de Carvalho, Luiz Sérgio Fernandes; Gioppato, Silvio; Fernandez, Marta Duran; Trindade, Bernardo Carvalho; Silva, José Carlos Quinaglia E; Miranda, Rebeca Gouget Sérgio; de Souza, José Roberto Matos; Nadruz, Wilson; Avila, Sandra Eliza Fontes; Sposito, Andrei Carvalho.
Afiliación
  • de Carvalho LSF; Clarity Healthcare Intelligence, Jundiaí, SP, Brazil; Cardiology Department, State University of Campinas (Unicamp), Campinas, SP, Brazil; Laboratory of Data for Quality of Care and Outcomes Research, Institute of Strategic Management in Healthcare Brasília, DF, Brazil; Escola Superior de Ciências d
  • Gioppato S; Cardiology Department, State University of Campinas (Unicamp), Campinas, SP, Brazil; Vera Cruz Hospital, Campinas, SP, Brazil.
  • Fernandez MD; Clarity Healthcare Intelligence, Jundiaí, SP, Brazil; Faculty of Electrical Engineering and Computation, Unicamp, Campinas, SP, Brazil.
  • Trindade BC; School of Civil and Environmental Engineering, Cornell Univ., Ithaca, NY, USA.
  • Silva JCQE; Laboratory of Data for Quality of Care and Outcomes Research, Institute of Strategic Management in Healthcare Brasília, DF, Brazil; Escola Superior de Ciências da Saúde, Brasília, DF, Brazil.
  • Miranda RGS; Secretariat of Foreign Trade, Ministry of the Economy, Brasília, DF, Brazil.
  • de Souza JRM; Laboratory of Data for Quality of Care and Outcomes Research, Institute of Strategic Management in Healthcare Brasília, DF, Brazil.
  • Nadruz W; Laboratory of Data for Quality of Care and Outcomes Research, Institute of Strategic Management in Healthcare Brasília, DF, Brazil.
  • Avila SEF; Institute of Computing, Unicamp, Campinas, SP, Brazil.
  • Sposito AC; Cardiology Department, State University of Campinas (Unicamp), Campinas, SP, Brazil.
Value Health ; 23(12): 1570-1579, 2020 12.
Article en En | MEDLINE | ID: mdl-33248512
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Costos de la Atención en Salud / Ahorro de Costo / Síndrome Coronario Agudo / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Etiology_studies / Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male Idioma: En Revista: Value Health Asunto de la revista: FARMACOLOGIA Año: 2020 Tipo del documento: Article Pais de publicación: Estados Unidos
Texto completo
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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Costos de la Atención en Salud / Ahorro de Costo / Síndrome Coronario Agudo / Aprendizaje Automático Tipo de estudio: Diagnostic_studies / Etiology_studies / Health_economic_evaluation / Prognostic_studies / Risk_factors_studies Límite: Aged / Female / Humans / Male Idioma: En Revista: Value Health Asunto de la revista: FARMACOLOGIA Año: 2020 Tipo del documento: Article Pais de publicación: Estados Unidos