A5029789557- Machine Learning in Healthcare
- Quality and Safety in Healthcare
- Delphi Technique in Research
- Artificial Intelligence in Healthcare
- Health Systems, Economic Evaluations, Quality of Life
- Sepsis Diagnosis and Treatment
- Medical and Biological Sciences
- Educational and Organizational Development
- Business, Innovation, and Economy
- Health and Medical Education
- IoT and Edge/Fog Computing
- Chronic Disease Management Strategies
- Statistical Methods in Epidemiology
- Diabetes Management and Research
- RFID technology advancements
- Wireless Body Area Networks
EIA University
2016-2025
Universidad de Medellín
2016
Sepsis is a highly lethal syndrome with heterogeneous clinical manifestation that can be hard to identify and treat. Early diagnosis appropriate treatment are critical reduce mortality promote survival in suspected cases improve the outcomes. Several screening prediction systems have been proposed for evaluating early detection of patient deterioration, but efficacy still limited at individual level. The increasing amount versatility healthcare data suggest implementing machine learning...
Objective To estimate Diabetes mellitus (DM) progression at one and two years in terms of glycemic targets development complications. Research design methods We analyzed a retrospective cohort adult DM patients treated Health Maintenance Organization Colombia, including those with least glycosylated hemoglobin (HbA1c) measurement 2018, 2019, 2020. defined four disease transition stages based on metabolic goals according to HbA1c levels complications: 1. Within without complications; 2....
Los costos continuos, altos e innecesarios de la tecnología, escasa atención del paciente, las decisiones tomadas por personas con poca experiencia y el desperdicio recursos públicos dedicados a salud; Generan necesidad desarrollar un proceso racional sistemático para incorporación equipos médicos. El objetivo este trabajo fue hacer que método comience una recopilación información través revisión literatura implementación encuesta diagnosticar estado los procesos en diferentes instituciones...