Stratification – Page 17 – Communicable Diseases Research

On the role of artificial intelligence in medical imaging of COVID-19

Review

Published on 2021-04-302022-10-28
Journal: Patterns [Category] COVID-19,

Application of Artificial Intelligence for Screening COVID-19 Patients Using Digital Images: Meta-analysis

Original Paper

Published on 2021-04-292022-10-31
Journal: JMIR Medical Informatics [Category] COVID-19,

[키워드] 95% CI Algorithm Analysis application article artificial artificial intelligence assist Care characteristic Characteristics Chest combating Consensus COVID-19 COVID-19 outbreak COVID-19 pandemic COVID-19 patient COVID-19 patients deep deep learning detect diagnostic Digital Google Scholar Health hospital hospitals intelligence likelihood Meta-analysis nasal objective Odds ratio offer outcomes Patient patients Pneumonia positive radiologist resolved Result Risk of bias SARS-CoV-2 Screening searched Sensitivity and specificity shown Spread Stratification systematic review throat swab Web of Science while with COVID-19
[DOI] 10.2196/21394 PMC 바로가기 [Article Type] Original Paper

Genomic Epidemiology of SARS-CoV-2 Infection During the Initial Pandemic Wave and Association With Disease Severity

초기 유행병 동안 SARS-CoV-2 감염의 게놈 역학 및 질병 중증도와의 연관성

Research

Published on 2021-04-262022-09-10
Journal: JAMA Network Open [Category] MERS, SARS, 변종,

[키워드] 95% CI Admission age Alter Analysis association circulation clade clades Cleveland clinic clinical outcomes clinical risk Community complex creatinine cross-sectional cross-sectional study D614G Data analysis demonstrated died disease disease severity explain finding followed by Frame Frequency Genotype group help Hospitalization Hospitalized ICU ICU admission Identified Importance Increased increased survival infected with SARS-CoV-2 Infection Influenza initial initiative intensive care intensive care unit Kruskal-Wallis Laboratory male measure median Mortality mortality rates multivariable analysis objective occurred Odds ratio Open reading frame ORF ORF8 other variants outcome outcomes overall mortality pandemic progresses participant Patient patient survival patients with SARS-CoV-2 Point reduction in Relevance required Result SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 isolates SARS-CoV-2 variant SARS-CoV-2 variants setting several variants significantly specimen specimens spike strain Strains Stratification the patient understanding unique variant variants Viral viral genome viral genome analysis Viral genome sequencing virus was performed Wave white
[DOI] 10.1001/jamanetworkopen.2021.7746 PMC 바로가기 [Article Type] Research

AI-based analysis of CT images for rapid triage of COVID-19 patients

Article

Published on 2021-04-222022-10-04
Journal: NPJ Digital Medicine [Category] 바이오마커, 임상,

Identification of PBMC-based molecular signature associational with COVID-19 disease severity

Research article

Published on 2021-04-212022-10-05
Journal: Heliyon [Category] 바이오마커,

An Early Warning Tool for Predicting Mortality Risk of COVID-19 Patients Using Machine Learning

Article

Published on 2021-04-212022-10-31
Journal: Cognitive Computation [Category] COVID-19,

[키워드] age AUC Biomarker Blood calculated China Clinical characteristics conducted COVID-19 COVID-19 pandemic COVID-19 patient COVID-19 patients COVID-19 positive patient cutoff value dataset death demographic disease Early warning tool extreme global healthcare group help high mortality High-sensitivity C-reactive protein hospital identify IMPROVE investigated less lymphocyte machine learning management Mortality mortality risk neutrophil outcome Patient patients predict Predicting mortality risk predictor Probability prognostic model reduce mortality resource Retrospective study risk of COVID-19 severity Stratification the disease Tongji Hospital validation cohort
[DOI] 10.1007/s12559-020-09812-7 PMC 바로가기 [Article Type] Article

A systematic review and meta-analysis of geographic differences in comorbidities and associated severity and mortality among individuals with COVID-19

Article

Published on 2021-04-202022-10-04
Journal: Scientific Reports [Category] MERS, 임상,

[키워드] age Asian Cardiology cardiovascular disease cerebrovascular accident Comorbidities Comorbidity conducted coronavirus disease COVID-19 COVID-19 patients COVID-19 severity determine diabete diagnosis of COVID-19 disease disease severity Effect effective estimate estimates European Gender Geographic difference geographical location had more Health care highest hypertension include individuals with COVID-19 information kidney Latin male Medical research Meta-analysis morbidity and mortality Mortality mortality rate obesity Older outcomes Patient patients Prevalence prevalent provided random effect Region renal Risk factors severity severity of COVID-19 shown Stratification systematic review Variation
[DOI] 10.1038/s41598-021-88130-w PMC 바로가기 [Article Type] Article

Modest effects of dietary supplements during the COVID-19 pandemic: insights from 445 850 users of the COVID-19 Symptom Study app

Original Research

Published on 2021-04-192022-10-28
Journal: BMJ Nutrition, Prevention & Health [Category] COVID-19,

[키워드] 95% CI age association benefit BMI body mass index cohorts Community confounders Controlled trial COVID-19 dietary dietary supplement Effect Evidence fatty fatty acids female First wave General population groups individual investigated less lower risk men multivitamin no effect nutritional treatment objective omega-3 outcome measure pandemic participant positive Protective recommendation required Result reverse transcriptase PCR SARS-CoV-2 SARS-COV-2 infection self-reported information serology test setting Sex Stratification Support Swedish therapeutic USA Viral RNA Vitamin C vitamin D supplement women
[DOI] 10.1136/bmjnph-2021-000250 PMC 바로가기 [Article Type] Original Research

Impact of COVID-19 pandemic lockdown on exclusive breastfeeding in non-infected mothers

Research

Published on 2021-04-172022-10-30
Journal: International Breastfeeding Journal [Category] COVID-19, MERS, SARS,

Improvement in plasma D-dimer level in severe SARS-CoV-2 infection can be an indicator of fibrinolysis suppression Case reports

4100

Published on 2021-04-162022-10-30
Journal: Medicine [Category] COVID-19, MERS, SARS,

[키워드] acute respiratory syndrome Admission Anticoagulant anticoagulation benefit Biomarker bleeding Case report Clinical deterioration Cohort Comorbidity complications coronavirus Coronavirus disease 2019 D-dimer D-dimer level D-dimer levels declined Deep venous thrombosis diagnosed dropped elevated Evidence FEU fibrinogen fibrinolysis fibrinolysis shutdown fibrinolytic help hospital Hypothesis improvement Infection initial intubation investigated limit lung mechanical ventilation support one patient Organ failure Patient patients plasma polymerase chain positive renal replacement therapy reproducibility required Respiratory failure reverse transcription rising RT-PCR SARS-CoV-2 SARS-CoV-2 RNA severe acute respiratory syndrome coronavirus 2 severe SARS-CoV-2 severity Shortness of breath Stratification subsequent suffered syndrome tested the disease therapeutic Therapies therapy Thromboembolism thrombosis thrombotic complication unique venous
[DOI] 10.1097/MD.0000000000025255 PMC 바로가기 [Article Type] 4100