Predictive Modeling Using Artificial Intelligence and Machine Learning Algorithms on Electronic Health Record Data: Advantages and Challenges.

Patton, Michael J; Liu, Vincent X

Patton, Michael J; Liu, Vincent X.

Afiliação

Patton MJ; Medical Scientist Training Program, Heersink School of Medicine, University of Alabama at Birmingham, Birmingham, AL, USA; Hugh Kaul Precision Medicine Institute at the University of Alabama at Birmingham, 720 20th Street South, Suite 202, Birmingham, Alabama, 35233, USA. Electronic address: mjpatton@uab.edu.
Liu VX; Kaiser Permanente Division of Research, Oakland, CA, USA. Electronic address: vincent.x.liu@kp.org.

Crit Care Clin ; 39(4): 647-673, 2023 Oct.

Article em En | MEDLINE | ID: mdl-37704332

Assuntos

Inteligência Artificial; Registros Eletrônicos de Saúde; Humanos; Algoritmos; Aprendizado de Máquina; Cuidados Críticos

Palavras-chave

Clinical informatics; Critical care outcome prediction; Data science; Electronic medical record analysis; Machine learning; Model performance evaluation; Mortality prediction; Sepsis prediction

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Texto completo: 1 Base de dados: MEDLINE Assunto principal: Inteligência Artificial / Registros Eletrônicos de Saúde Idioma: En Ano de publicação: 2023 Tipo de documento: Article

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