Identification of potential biomarkers for cerebral palsy and the development of prediction modelsarticle Published on 2024-07-092024-09-05 Journal: Experimental Biology and Medicine [Category] update2024, [키워드] Biomarkers cerebral palsy neurodevelopmental disorder prediction models therapeutic targets [DOI] 10.3389/ebm.2024.10101 PMC 바로가기 [Article Type] article
Machine learning based prediction models for analyzing risk factors in patients with acute abdominal pain: a retrospective studyMedicine Original Research Published on 2024-06-052024-09-05 Journal: Frontiers in Medicine [Category] update2024, [키워드] Acute abdomen artificial neural networks Clinical features Logistic regression machine learning prediction models [DOI] 10.3389/fmed.2024.1354925 PMC 바로가기 [Article Type] Medicine Original Research
A Systematic Review of Predictor Composition, Outcomes, Risk of Bias, and Validation of COVID-19 Prognostic ScoresMajor Article Covid-19 / Sars Cov-2 Published on 2024-04-152024-09-05 Journal: Clinical Infectious Diseases: An Official Publicat [Category] update2024, [키워드] COVID-19 pandemic preparedness prediction models predictors scores [DOI] 10.1093/cid/ciad618 PMC 바로가기 [Article Type] Major Article Covid-19 / Sars Cov-2
Prediction of Morbidity and Mortality After Esophagectomy: A Systematic ReviewThoracic Oncology Published on 2024-02-212024-09-05 Journal: Annals of Surgical Oncology [Category] update2024, [키워드] Esophageal Cancer esophagectomy morbidity Mortality prediction models [DOI] 10.1245/s10434-024-14997-4 PMC 바로가기 [Article Type] Thoracic Oncology
Predicting the risk of malaria re-introduction in countries certified malaria-free: a systematic review말라리아가 없는 국가에서 말라리아 재유입 위험 예측: 체계적 검토Article Published on 2023-06-062024-08-01 Journal: Malaria Journal [Category] 말라리아, [키워드] Malaria elimination prediction models Re-introduction risk Surveillance systematic review [DOI] 10.1186/s12936-023-04604-4 PMC 바로가기
Clinical prediction models for diagnosis of COVID-19 among adult patients: a validation and agreement studyArticle Published on 2022-05-142023-07-09 Journal: BMC Infectious Diseases [Category] COVID19(2023년), [키워드] agreement COVID-19 Patients’ triage prediction models validation study [DOI] 10.1186/s12879-022-07420-4 PMC 바로가기
The medical and societal impact of big data analytics and artificial intelligence applications in combating pandemics: A review focused on Covid-19Review article Published on 2022-05-012022-10-05 Journal: Social science & medicine (1982) [Category] 신약개발, [키워드] affecting Analysis articles artificial intelligence benefit Big data analytics combating Community conducted COVID-19 pandemic database develop Diversity equity and inclusion equity identify Inclusion increasingly information initial involved literature review management media mitigate MONITOR offer offered outbreak pandemic prediction models PRISMA public health Research retrieved reveal Social medicine Spread virus Web of Science [DOI] 10.1016/j.socscimed.2022.114973 [Article Type] Review article
Algorithm for Individual Prediction of COVID-19–Related Hospitalization Based on Symptoms: Development and Implementation StudyOriginal Paper Published on 2021-11-152022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, MERS, SARS, [키워드] 95% CI Accuracy Admission age Ageusia Algorithm Algorithms Anosmia applied assist C-index calibrated Care Clinical data Comorbidities cough COVID-19 COVID-19 hospitalization COVID-19 pandemic COVID-19 patient COVID-19 severity COVID-19 testing data set database dead death develop development diagnosed with COVID-19 diarrhea died digital data discrimination Dyspnea exposure Fever headache Health health records high risk high-risk patient High-risk patients Hospital admission Hospitalization Hospitalized impacted individual Italy management medium monitoring system myalgia objective Odds ratio ordinal logistic regression outcome pandemic Patient patients patients with COVID-19 prediction prediction models Predictive primary care public health Region resource Result risk risk prediction severe outcome Sex Stratification stratified study population Symptom Symptoms vomiting with COVID-19 [DOI] 10.2196/29504 PMC 바로가기 [Article Type] Original Paper
Uncovering Clinical Risk Factors and Predicting Severe COVID-19 Cases Using UK Biobank Data: Machine Learning ApproachOriginal Paper Published on 2021-09-302022-10-31 Journal: JMIR Public Health and Surveillance [Category] COVID-19, [키워드] 95% CI abnormality Accuracy age analyses Analysis Atrial fibrillation AUC baseline Biobank Blood build cardiometabolic characteristic clinical clinical risk factor clinical variable Cohort collected Comorbidities Comorbidity Control Coronary artery disease covariate COVID-19 COVID-19 outbreak Dementia Demographic variables Deprivation disease disease severity distribution drug evaluate example Factor fatal infections fatality feature identify independent infected individual Infection infections Interaction involved machine learning machine learning model male Measures Medical informatics Mortality multiple comorbidities obesity objective Other outcomes pandemic parameters performed population level predict prediction prediction models Predictive predictors public health quantified Red cell renal function Replication required Result risk risk factor Risk factors Severe infection severity Sex susceptible type 2 diabete UK biobank UKBB variable Waist circumference was used were used WHR [DOI] 10.2196/29544 PMC 바로가기 [Article Type] Original Paper
Artificial Intelligence Predicts Severity of COVID-19 Based on Correlation of Exaggerated Monocyte Activation, Excessive Organ Damage and Hyperinflammatory Syndrome: A Prospective Clinical Study인공 지능, 과장된 단핵구 활성화, 과도한 장기 손상 및 과염증 증후군의 상관 관계를 기반으로 COVID-19의 심각도 예측: 전향적 임상 연구Immunology Published on 2021-08-272022-09-11 Journal: Frontiers in Immunology [Category] MERS, SARS, 바이오마커, 진단, [키워드] Accuracy Admission Alanine alanine aminotransferase Algorithms ALT Analysis analyzed applied artificial artificial intelligence aspartate Aspartate aminotransferase AST biochemical analyses Biomarker C-reactive protein C-reactive protein (CRP chemokine chemokines clinical COVID-19 COVID-19 patient COVID-19 patients creatinine CT scan CT scans cytokine Cytokines D-dimer damage develop eight fibrinogen forest gamma interferon Glucose healthy control HMGB1 hospitalized COVID-19 patient identify IL-6 intelligence interferon Laboratory Lactate lactate dehydrogenase LDH Logistic regression Lungs Macrophage macrophage derived cytokine management mDC methodology MIG moderate moderate disease monocyte monokine objective on admission parameter predict prediction prediction models predictor Prognostic factor Prognostic factors Prognostic value Prospective provide Random forest reduce mortality Result severe disease severely ill patient severely ill patients severity severity of COVID-19 significantly higher support vector machine the disease the patient [DOI] 10.3389/fimmu.2021.715072 PMC 바로가기 [Article Type] Immunology