Deep Learning Models for Predicting Severe Progression in COVID-19-Infected Patients: Retrospective StudyOriginal Paper Published on 2021-01-282022-10-31 Journal: JMIR Medical Informatics [Category] COVID-19, [키워드] Accuracy analyzed Artificial neural network AUC can be used Clinical data Clinical features Computed tomography Convolutional neural network COVID-19 COVID-19 patient Critical deep deep learning develop FIVE groups high risk hospital identification identify Intervention learning lung Lung CT Model Novel coronavirus objective Pneumonia Predictive progression Respiratory failure Result risk sensitivity South Korea specificity Therapies [DOI] 10.2196/24973 PMC 바로가기 [Article Type] Original Paper
Application of artificial neural networks to predict the COVID-19 outbreakMethodology Published on 2020-11-232022-10-31 Journal: Global Health Research and Policy [Category] COVID-19, SARS, [키워드] America ANN applicability application artificial intelligence Artificial neural network China coefficient confirmed case confirmed cases country COVID-19 COVID-19 outbreak COVID-19 pandemic criteria Data analysis Estimation model fluctuation generate Incubation period indicate Iran Italy Japan normalized outperform predict predicted Prediction model Result reveal SARS-CoV-2 Singapore South Africa suggested the mean United State was used [DOI] 10.1186/s41256-020-00175-y PMC 바로가기 [Article Type] Methodology
A correlation study between meteorological parameters and COVID-19 pandemic in Mumbai, IndiaResearch article Published on 2020-11-012022-10-05 Journal: Diabetes & metabolic syndrome [Category] SARS, 유전자 메커니즘, [키워드] ANN artificial Artificial neural network association collected data correlation COVID-19 COVID-19 cases COVID-19 infection COVID-19 pandemic India Infectious disease Local meteorology Ministry of Health Mumbai network Neural parameter parameters predict Research Result Spearman rank correlation temperature Transmission two-tailed [DOI] 10.1016/j.dsx.2020.09.002 [Article Type] Research article
Predictions of coronavirus COVID-19 distinct cases in Pakistan through an artificial neural networkOriginal Paper Published on 2020-09-212022-11-01 Journal: Epidemiology and Infection [Category] Coronavirus, SARS, [키워드] Artificial neural network available data China collected data confirmed case coronavirus COVID-19 COVID-19 case COVID-19 pandemic dataset deaths Efficiency linear outbreak Pakistan pandemic predict prediction predictions Prevent Research were used Wuhan [DOI] 10.1017/S0950268820002174 PMC 바로가기 [Article Type] Original Paper
Predicting Psychological Distress Amid the COVID-19 Pandemic by Machine Learning: Discrimination and Coping Mechanisms of Korean Immigrants in the U.S.Article Published on 2020-08-202022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, MERS, [키워드] age Analysis ANN artificial Artificial neural network Asian complex conducted coping COVID-19 COVID-19 pandemic Critical discrimination examined Final immigrant Interaction Korean Korean immigrants machine mechanisms mental health network Neural Predictive Psychological distress Purposive sampling Racial racism Resilience Sociodemographic factor United States variable variables [DOI] 10.3390/ijerph17176057 PMC 바로가기 [Article Type] Article
Autoantibody signature in hepatocellular carcinoma using seromicsResearch Published on 2020-07-022023-06-03 Journal: Journal of Hematology & Oncology [Category] B형 간염, Fulltext, [키워드] Alpha-Fetoprotein Artificial neural network early diagnosis Liver cancer Protein array [DOI] 10.1186/s13045-020-00918-x PMC 바로가기 [Article Type] Research
Artificial neural network-based models used for predicting 28- and 90-day mortality of patients with hepatitis B-associated acute-on-chronic liver failureResearch Article Published on 2020-03-132023-05-23 Journal: BMC Gastroenterology [Category] B형 간염, Fulltext, [키워드] Acute-on-chronic liver failure Artificial neural network Hepatitis B virus Mortality Prognosis Short-term [DOI] 10.1186/s12876-020-01191-5 PMC 바로가기 [Article Type] Research Article
Quantitative differentiation of multiple virus in blood using nanoporous silicon oxide immunosensor and artificial neural networkArticle Published on 2017-12-152023-06-16 Journal: Biosensors & bioelectronics [Category] B형 간염, [키워드] Artificial neural network differentiation Multiple virus Nanoporous silicon oxide immunosensor. [DOI] 10.1016/j.bios.2017.06.046 PMC 바로가기