Evaluation of standard and semantically-augmented distance metrics for neurology patients.

Hier, Daniel B; Kopel, Jonathan; Brint, Steven U; Wunsch, Donald C; Olbricht, Gayla R; Azizi, Sima; Allen, Blaine

Hier, Daniel B; Kopel, Jonathan; Brint, Steven U; Wunsch, Donald C; Olbricht, Gayla R; Azizi, Sima; Allen, Blaine.

Afiliación

Hier DB; Department of Neurology and Rehabilitation, University of Illinois at Chicago, Chicago, IL, 60612, USA. dhier@uic.edu.
Kopel J; Department of Internal Medicine, Texas Tech University Health Sciences Center, Lubbock, TX, USA.
Brint SU; Department of Neurology and Rehabilitation, University of Illinois at Chicago, Chicago, IL, 60612, USA.
Wunsch DC; Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, 65401, USA.
Olbricht GR; Department of Mathematics and Statistics, Missouri University of Science and Technology, Rolla, MO, 65401, USA.
Azizi S; Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, 65401, USA.
Allen B; Department of Electrical and Computer Engineering, Missouri University of Science and Technology, Rolla, MO, 65401, USA.

BMC Med Inform Decis Mak ; 20(1): 203, 2020 08 26.

Article en En | MEDLINE | ID: mdl-32843023

Asunto(s)

Benchmarking; Neurología; Algoritmos; Análisis por Conglomerados; Humanos; Aprendizaje Automático

Palabras clave

Distance metrics; Machine learning; Ontologies; Patient classification; Patient clustering; Patient distances; Semantic augmentation; neurology

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Benchmarking / Neurología Límite: Humans Idioma: En Revista: BMC Med Inform Decis Mak Asunto de la revista: INFORMATICA MEDICA Año: 2020 Tipo del documento: Article País de afiliación: Estados Unidos Pais de publicación: Reino Unido

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