Prediction of malaria using deep learning models: A case study on city clusters in the state of Amazonas, Brazil, from 2003 to 2018말라리아 예측을 위한 딥러닝 모델: 2003년부터 2018년까지 브라질 아마조나스 주의 도시 클러스터에 대한 사례 연구Article Published on 2022-08-052024-08-01 Journal: Revista da Sociedade Brasileira de Medicina Tropical [Category] 말라리아, [키워드] deep learning GRU LSTM machine learning malaria prediction [DOI] 10.1590/0037-8682-0420-2021 PMC 바로가기
The kinetics and predictors of anti-SARS-CoV-2 antibodies up to 8 months after symptomatic COVID-19: A Czech cross-sectional studyCOVID-19 증상이 나타난 후 최대 8개월까지 항-SARS-CoV-2 항체의 동역학 및 예측인자: 체코 횡단 연구Article Published on 2022-08-012022-09-11 Journal: Journal of medical virology [Category] COVID19(2023년), SARS, 진단, 치료기술, 치료제, [키워드] 95% CI 95% confidence interval acute phase analyzed anti-SARS-CoV-2 antibody anti-SARS-CoV-2 IgG antibody Antibody responses average Course COVID-19 Cox regression model cross-sectional demonstrated determinant determinants HCW HCWs healthcare worker IgG IgG and IgM IgM Immunoglobulin indicate knowledge Neutralizing number of symptom Odds ratio prediction predictor Receptor-binding domain reported responses S1 and S2 SARS-CoV-2 SARS-CoV-2 detection SARS-CoV-2-specific antibodies SARS-CoV-2-specific antibody serology testing seropositive participant seropositive participants Seropositivity Seven specific antibodies Spike protein subsequent Symptom symptom duration symptom onset symptomatic tested the receptor-binding domain the spike protein time intervals was used [DOI] 10.1002/jmv.27784 PMC 바로가기 [Article Type] Article
External validation of risk scores to predict in-hospital mortality in patients hospitalized due to coronavirus disease 2019Article Published on 2022-08-012023-07-09 Journal: European journal of internal medicine [Category] COVID19(2023년), [키워드] COVID-19 Mortality prediction SARS-CoV-2 [DOI] 10.1016/j.ejim.2022.06.005 PMC 바로가기
Expecting individuals’ body reaction to Covid-19 based on statistical Naïve Bayes techniqueResearch article Published on 2022-08-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 변종, [키워드] Accuracy affected average binary classification Classifier collected competing complications compose COVID-19 dataset diagnosing drastic Efficiency expectation feature Fisher Gray hybrid Improved include Infection introduced mutated virus Naïve Bayes occur optimization outlier outperform phase Precaution Precision predict prediction provide Prudential Expectation reached recall rejection routine blood test score selected Selection statistical Strategy subset training data virus Wolf Wrapper [DOI] 10.1016/j.patcog.2022.108693 [Article Type] Research article
Integrated COVID-19 Predictor: Differential expression analysis to reveal potential biomarkers and prediction of coronavirus using RNA-Seq profile data통합 COVID-19 예측자: RNA-Seq 프로필 데이터를 사용하여 잠재적인 바이오마커 및 코로나바이러스 예측을 밝히기 위한 차등 발현 분석Article Published on 2022-08-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), MERS, SARS, 바이오마커, 변종, [키워드] Accuracy adjusted Analysis applied association bioinformatics Biomarker classification Classifier collected Consensus Control coronavirus COVID-19 COVID-19 cases COVID-19 pandemic DEGs DESeq2 Differential expression analysis differentially expressed gene Differentially expressed genes disease transmission down-regulated genes experiment experimental analysis expressed feature filtered gene count Genome healthy identify input intersection and union issue Limma machine machine learning machine learning model machine learning models matter moderate P-value pandemic performed Potential biomarker potential biomarkers predict prediction predictor processed RNA-Seq SARS-CoV-2 SARS-CoV-2 virus sequence significantly Spread statistical SVM the SARS-CoV-2 virus trend up-regulated viral disease Virology [DOI] 10.1016/j.compbiomed.2022.105684 PMC 바로가기 [Article Type] Article
Prediction of COVID-19 diagnosis based on openEHR artefacts Research Published on 2022-07-222022-10-05 Journal: Scientific Reports [Category] COVID19(2023년), SARS, 치료기술, 치료법, [키워드] Accuracy Algorithm Algorithms approach artefact AUC Care caused Clinical data clinical decision COVID-19 COVID-19 diagnosis COVID-19 infection COVID-19 test decision generate health condition healthcare Healthcare professional help hospital knowledge methodology pandemic Patient patients Precision prediction Predictive Research robust SARS-CoV-2 patient sensitivity severity of symptom specificity split Support Symptom tree validation virus was used were used worldwide pandemic [DOI] 10.1038/s41598-022-15968-z [Article Type] Research
Novel index for the prediction of significant liver fibrosis and cirrhosis in chronic hepatitis B patients in ChinaArticle Published on 2022-07-212023-06-12 Journal: World journal of gastroenterology [Category] B형 간염, [키워드] Chronic Hepatitis B cirrhosis fibrosis liver Novel noninvasive marker prediction [DOI] 10.3748/wjg.v28.i27.3503 PMC 바로가기
Fast Prediction of Binding Affinities of SARS-CoV-2 Spike Protein and Its Mutants with Antibodies through Intermolecular Interaction Modeling-Based Machine Learning분자간 상호작용 모델링 기반 기계 학습을 통한 SARS-CoV-2 스파이크 단백질 및 항체와의 돌연변이체의 결합 친화도의 빠른 예측Article Published on 2022-07-212022-09-11 Journal: The journal of physical chemistry. B [Category] COVID19(2023년), SARS, 변종, [키워드] addition affinity antibodies antibodies binding antibody resistance Antibody therapeutics antigens approach artificial intelligence base binding binding affinities binding affinity COVID-19 Cryo-electron microscopy develop Effect help Interaction intermolecular interaction intermolecular interactions machine learning machine learning model machine learning models methodology modeling monoclonal antibodies monoclonal antibody mutant Mutation novel SARS-CoV-2 virus overcome pandemic predict prediction produced Receptor binding domain reported SARS-CoV-2 SARS-CoV-2 antibodies SARS-CoV-2 antibody SARS-CoV-2 virus spike Spike protein Structure the binding affinity the spike protein the vaccine variant variants of concern was used wild-type wild-type virus X-ray crystallography [DOI] 10.1021/acs.jpcb.2c02123 PMC 바로가기 [Article Type] Article
COVID-19 Prediction With Machine Learning Technique From Extracted Features of Photoplethysmogram MorphologyArticle Published on 2022-07-192023-06-19 Journal: Frontiers in Public Health [Category] MERS, [키워드] COVID-19 diagnostic machine learning Non-invasive photoplethysmogram prediction [DOI] 10.3389/fpubh.2022.920849 PMC 바로가기
Prognostic Utility of Procalcitonin, Presepsin, and the VACO Index for Predicting 30-day Mortality in Hospitalized COVID-19 Patients입원한 COVID-19 환자의 30일 사망률을 예측하기 위한 Procalcitonin, Presepsin 및 VACO 지수의 예후 유용성Article Published on 2022-07-012022-09-11 Journal: Annals of laboratory medicine [Category] COVID19(2023년), MERS, SARS, 바이오마커, [키워드] 30-Day mortality 95% confidence interval addition age Analysis Biomarker Biomarkers calculated Clinical outcome clinical outcomes Comorbidities coronavirus coronavirus disease COVID-19 COVID-19 patients cut-off value demonstrated Elecsy enrolled Germany hazard ratio hazard ratios health administration hospitalized COVID-19 patient index investigated Japan Kaplan-Meier method Kaplan-Meier survival analysis Kobe Mortality Patient PCT predict prediction Presepsin procalcitonin prognostic Prognostic value ROC Curve Roche Diagnostics Sex significantly survival analysis utility VACO index. veteran was used were measured [DOI] 10.3343/alm.2022.42.4.406 PMC 바로가기 [Article Type] Article