MTU-COVNet: A hybrid methodology for diagnosing the COVID-19 pneumonia with optimized features from multi-netMTU-COVNet: 멀티넷에서 최적화된 기능으로 코로나19 폐렴 진단을 위한 하이브리드 방법론Article Published on 2022-01-012022-09-11 Journal: Clinical imaging [Category] SARS, 진단, 치료기술, [키워드] Accuracy approach artificial intelligence Artificial intelligence (AI) characteristic coefficient collected Computed tomography computed tomography (CT) COVID-19 COVID-19 group COVID-19 pneumonia CT scan CT scans dataset deep deep learning detect diagnosing diagnosis of COVID-19 diagnostic Effect Efficiency evaluate feature Final material methodology normal patients Performance metrics Pneumonia Precision reached receiver operating characteristic Retrospective study ROC ROC Curve ROC curves sensitivity specificity Thoracic Thoracic CT scan tomography volumetric [DOI] 10.1016/j.clinimag.2021.09.007 PMC 바로가기 [Article Type] Article
Evaluating the performance of drug-repurposing technologiesReview article Published on 2022-01-012022-10-05 Journal: Drug discovery today [Category] 신약개발, [키워드] area under the curve Biomedical Informatics comparability comparison Computational drug repositioning Computational drug repurposing Consensus determine drug Drug discovery drug repositioning Drug repurposing Evaluating evaluation metrics lack limitations measure Normalized discounted cumulative gain novel opportunity Patient Performance evaluation Performance metrics platform robust understanding validation [DOI] 10.1016/j.drudis.2021.08.002 [Article Type] Review article
Novel Prediction Model for COVID-19 in Saudi Arabia Based on an LSTM AlgorithmLSTM 알고리즘을 기반으로 한 사우디아라비아의 새로운 코로나19 예측 모델Research Article Published on 2021-12-182022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy adaptive Algorithm Analysis analyzed artificial intelligence can be used Comparative analysis contribute Correlation analysis COVID-19 COVID-19 case COVID-19 cases Critical dataset death detect Effectiveness error Factor Factors feature highest Hospital admission Initially intensive care less Measures memory Model novel outbreak Outbreaks pandemic patients Performance metrics performed predict prediction provide SARS-CoV-2 Saudi Arabia Short-Term Memory Spread statistical hypothesis transformer transmission rate virus were used [DOI] 10.1155/2021/6089677 PMC 바로가기 [Article Type] Research Article
Deep Learning-Based Sentiment Analysis of COVID-19 Vaccination Responses from Twitter DataResearch Article Published on 2021-12-022022-10-31 Journal: Computational and Mathematical Methods in Medicine [Category] COVID-19, [키워드] Accuracy addition Analysis Anxiety bidirectional collected complex Confusion coronavirus COVID-19 COVID-19 pandemic COVID-19 vaccine creating deep deep learning Dictionary Express help IMPROVE information memory Neutral Other Performance metrics positive predictive models Research response responses social media Support three group vaccination Vaccine valence was used were assessed [DOI] 10.1155/2021/4321131 PMC 바로가기 [Article Type] Research Article
CovH2SD: A COVID-19 detection approach based on Harris Hawks Optimization and stacked deep learningResearch article Published on 2021-12-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy affecting Algorithm applied approach Area AUC chain China classification Combination Compact computed tomography (CT) convolutional neural network (CNN) coronavirus disease COVID-19 Critical CSS Curve Data augmentation (DA) deep learning diagnosis of COVID-19 experiment FCS feature Harris Hawks Optimization (HHO) Hawk infected patients Infection invasive Laboratory Loss mortality rate nine optimization Performance metrics powerful tool problem reaction reported RT-PCR spread of COVID-19 Stage starting suggested Transfer Learning (TL) Treatment Wuhan [DOI] 10.1016/j.eswa.2021.115805 [Article Type] Research article
An optimal cascaded recurrent neural network for intelligent COVID-19 detection using Chest X-ray imagesResearch article Published on 2021-12-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Activation Affect Algorithm Analysis applied average carried COVID-19 COVID-19 diagnosis CRNN Decision making deep learning detect determine ENhance Evolutionary computing healthcare Human Hyperparameter tuning IMPROVE Initially Intelligent systems investigated outcome Performance metrics respiratory illnesses Ribonucleic acid RNA sensitivity Soft computing specificity virus X-ray [DOI] 10.1016/j.asoc.2021.107878 [Article Type] Research article
Prospective validation of the 4C prognostic models for adults hospitalised with COVID-19 using the ISARIC WHO Clinical Characterisation ProtocolObservational Study Published on 2021-11-212022-10-04 Journal: Thorax [Category] COVID19(2023년), Fulltext, MERS, SARS, 임상, [키워드] 4C Deterioration 4C Mortality 95% CI age C-statistic calibration calibration-in-the-large CCP-UK clinical clinical decision Clinical deterioration COVID-19 Critical care data extraction death defined demonstrated Deterioration died England Final Follow-up hospital Hospital admissions hospitalised In-hospital ISARIC main outcome measure management Mortality National Health Service nine Observational cohort study pandemic participant patients Performance metrics predict prognostic model Prospective recalibration recruited regions remained respiratory Result risk score risk stratification second wave subgroups Treatment validation cohort validation cohorts ventilatory support WHO with COVID-19 [DOI] 10.1136/thoraxjnl-2021-217629 PMC 바로가기 [Article Type] Observational Study
A new composite approach for COVID-19 detection in X-ray images using deep featuresResearch article Published on 2021-11-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Analysis approach China Combination Composite Computed tomography coronavirus COVID COVID 19 COVID-19 COVID-19 case COVID-19 detection in X-ray images Data processing dataset deep features detect disease Experimental result experiments feature Feature extraction feature fusion FFB Health include knowledge Metrics pandemic PCR Performance metrics performed Pre-trained models Precision problems recorded reported sensitivity serological specificity X-ray [DOI] 10.1016/j.asoc.2021.107669 [Article Type] Research article
CO-IRv2: Optimized InceptionResNetV2 for COVID-19 detection from chest CT imagesCO-IRV2 : 흉부 CT 이미지에서 COVID-19 검출을위한 최적화 된 inceptionResNetV2Research Article Published on 2021-10-282022-09-10 Journal: PLoS ONE [Category] MERS, SARS, 치료기술, [키워드] Accuracy ADAM Algorithm applied AUC average Chest CT image Computed tomography coronavirus coronavirus disease COVID-19 COVID-19 patient COVID-19 patients dataset deep learning Diagnosis diagnosis of COVID-19 Effectiveness evaluated independent datasets normalization patients Performance metrics performed Precision recall receiver operating characteristics Result resulting shown X-ray [DOI] 10.1371/journal.pone.0259179 PMC 바로가기 [Article Type] Research Article
Clinician and Health Care Leaders’ Experiences with—and Perceptions of—COVID-19 Documentation Reduction Policies and PracticesResearch Article Published on 2021-10-242022-10-28 Journal: Applied clinical informatics [Category] COVID-19, MERS, SARS, [키워드] analyzed benefit Care clinician Complete Compliance conducted coronavirus COVID-19 documentation documentation burden EHR Electronic health records Evidence experience experiment Health Health care system health system highest identify initiated Local majority media MOST National Nurse objective pandemic participant Participants Perception Performance metrics physician Policy positive Practice professional proportions provide ranged recommendation reduce reduction response Result Support survey The United States Variation [DOI] 10.1055/s-0041-1739518 PMC 바로가기 [Article Type] Research Article