Medical Prognosis of Infectious Diseases in Nursing Homes by Applying Machine Learning on Clinical Data Collected in Cloud Microservices

treating infectious diseases in elderly individuals is difficult; patient referral to emergency services often occurs, since the elderly tend to arrive at consultations with advanced, serious symptoms. it was hypothesized that anticipating an infectious disease diagnosis by a few days could signific...

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Veröffentlicht in:	International journal of environmental research and public health 2021-12, Vol.18 (24), p.13278
Hauptverfasser:	Garcés-Jiménez, Alberto, Calderón-Gómez, Huriviades, Gómez-Pulido, José M, Gómez-Pulido, Juan A, Vargas-Lombardo, Miguel, Castillo-Sequera, José L, Aguirre, Miguel Pablo, Sanz-Moreno, José, Polo-Luque, María-Luz, Rodríguez-Puyol, Diego
Format:	Artikel
Sprache:	eng
Schlagworte:	Aged Artificial intelligence Biomedical Research Cloud Computing Communicable Diseases - diagnosis Communicable Diseases - epidemiology Domains Emergency medical services Humans Infectious diseases Learning algorithms Machine Learning Medical personnel Medical research Nurses Nursing Homes Older people Patients Pattern recognition Physicians Privacy Sensors Signs and symptoms Technology Telemedicine Well being
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