prediction – Page 30 – Communicable Diseases Research

Symptom Prediction and Mortality Risk Calculation for COVID-19 Using Machine Learning

Artificial Intelligence

Published on 2021-06-222022-10-31
Journal: Frontiers in Artificial Intelligence [Category] COVID-19,

[키워드] age artificial intelligence calculation chest pain clinician Clinicians cough COVID-19 COVID-19 patient COVID-19 vaccine COVID-19-related symptom death disorder disorders distress distribution fatigue Fever gastrointestinal symptoms Gender group groups headache healthcare Hospitalization IMPROVE individuals information Loss of Smell machine learning ML model Mortality mortality risk muscular pain occurred outcomes paralysis Patient predict prediction Prevalence reduce resources risk Self-isolation sensitivity severity sore throat specificity study population Symptom Symptoms the disease Vaccine vertigo
[DOI] 10.3389/frai.2021.673527 PMC 바로가기 [Article Type] Artificial Intelligence

Identification of Variable Importance for Predictions of Mortality From COVID-19 Using AI Models for Ontario, Canada

Public Health

Published on 2021-06-212022-10-31
Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS,

A systematic review of prediction models to diagnose COVID-19 in adults admitted to healthcare centers

Systematic Review

Published on 2021-06-182022-10-27
Journal: Archives of Public Health [Category] COVID-19,

Multivariable mortality risk prediction using machine learning for COVID-19 patients at admission (AICOVID)

Observational Study

Published on 2021-06-172022-10-04
Journal: Scientific Reports [Category] MERS, SARS, 임상,

[키워드] 95% CI Admission Admitted Patient API Apollo Artery AUC chronic clinical Coronary Coronavirus disease 2019 COVID COVID-19 COVID-19 patient determine develop electronic medical records Gradient hazard hazard ratio high risk IMPROVE initial INR laboratory data laboratory parameter Laboratory parameters LDH machine learning management Model Mortality mortality risk outcome outcomes oxygen saturation parameter Patient prediction Probability provide respiratory Risk factors ROC score significantly validation cohort viral infection was collected was performed was selected was used
[DOI] 10.1038/s41598-021-92146-7 PMC 바로가기 [Article Type] Observational Study

Direct Comparison of Clinical Characteristics, Outcomes, and Risk Prediction in Patients with COVID-19 and Controls—A Prospective Cohort Study

Article

Published on 2021-06-172022-10-30
Journal: Journal of Clinical Medicine [Category] COVID-19,

Statistical Modeling for the Prediction of Infectious Disease Dissemination With Special Reference to COVID-19 Spread

COVID-19 확산을 특별히 참조한 감염병 전파 예측을 위한 통계 모델링

Review

Published on 2021-06-162022-09-11
Journal: Frontiers in Public Health [Category] MERS, SARS, 치료기술,

Early Identification of COVID-19 Infection Using Remote Cardiorespiratory Monitoring: Three Case Reports

Original Paper

Published on 2021-06-162022-10-31
Journal: Interactive Journal of Medical Research [Category] COVID-19,

Real-time Prediction of the Daily Incidence of COVID-19 in 215 Countries and Territories Using Machine Learning: Model Development and Validation

Original Paper

Published on 2021-06-142022-10-30
Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS,

Computational Intelligence-Based Model for Mortality Rate Prediction in COVID-19 Patients

COVID-19 환자의 사망률 예측을 위한 컴퓨터 지능 기반 모델

Article

Published on 2021-06-142022-09-10
Journal: International Journal of Environmental Research an [Category] MERS, SARS, 치료기술,

Analysis and Forecasting Incidence, Intensive Care Unit Admissions, and Projected Mortality Attributable to COVID-19 in Portugal, the UK, Germany, Italy, and France: Predictions for 4 Weeks Ahead

Article

Published on 2021-06-112022-10-28
Journal: Bioengineering [Category] COVID-19,