Artificial Intelligence-Based Prediction of Covid-19 Severity on the Results of Protein ProfilingResearch article Published on 2021-04-012022-10-05 Journal: Computer methods and programs in biomedicine [Category] SARS, 바이오마커, [키워드] Accuracy Affect age Algorithm Algorithms artificial artificial intelligence blood protein changes in Classifier control group COVID-19 COVID-19 patients Critical dataset deep learning develop disease severity early diagnosis Gender Gradient Boosted Trees highest Hospitalization Inflammation machine learning approach Mild MILR1 moderate patient group Performance metrics positive Precision predict prediction produced Profiling Protein proteomic random Random forest Result sensitivity severity of COVID-19 specificity Symptom the disease treatment strategy variable website [DOI] 10.1016/j.cmpb.2021.105996 [Article Type] Research article
An In-Person and Telemedicine “Hybrid” System to Improve Cross-Border Critical Care in COVID-19Original Research Published on 2021-01-042022-10-27 Journal: Annals of Global Health [Category] Coronavirus, MERS, [키워드] accelerated activity assessment Care collected Community COVID-19 COVID-19 pandemic COVID-19 patient Critical care Critically ill Diego effective equipment feasibility feasible hospital hospitals implementation increasingly Intervention management Patient Performance metrics promoted public health severely ill patient Support System Telemedicine Volume [DOI] 10.5334/aogh.3108 PMC 바로가기 [Article Type] Original Research
A multi-task pipeline with specialized streams for classification and segmentation of infection manifestations in COVID-19 scansBioinformatics Published on 2020-10-192022-10-29 Journal: PeerJ Computer Science [Category] COVID-19, [키워드] Accuracy addition adopted Analysis chest X-ray complement coronavirus disease COVID-19 CT scans datasets Deeplab diagnostic domain evaluate feature first stage help Infection knowledge manifestation Manifestations Mask Medical imaging Multimodal learning pandemic Performance metrics Pneumonia recognizing reduction in Region Research shown specific type Stage transfer transfer learning X-ray [DOI] 10.7717/peerj-cs.303 PMC 바로가기 [Article Type] Bioinformatics
Novel Feature Selection and Voting Classifier Algorithms for COVID-19 Classification in CT ImagesComputational and Artificial Intelligence Published on 2020-09-302022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] aggregate Algorithm ANOVA applied AUC Chest CT image classification Classifier classifiers Clinical finding CNN Convolutional neural network COVID-19 Critical CT scan CT scans dataset decision diagnose discrepancies Efficiency feature Features features selection Fractal guided whale optimization algorithm Image increase machine learning manifestation network Neural novel optimization overcome Particle Performance metrics Pneumonia positive COVID-19 PSO Research selected Selection SFS statistical test statistically stochastic support vector machine SVM tree voting ensemble Whale Wilcoxon rank-sum X-ray [DOI] 10.1109/ACCESS.2020.3028012 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Detecting Misleading Information on COVID-19Computational and Artificial Intelligence Published on 2020-09-092022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] build Classifier collected collected data coronavirus COVID-19 detect detection system Effectiveness epidemiological Fake news detection identify infodemic information Machine learning algorithms misleading information Obtaining pandemic Performance metrics SARS-CoV-2 Seven social media social networks Text classification text mining UNICEF United Nation Validity web mining WHO World Health Organization [DOI] 10.1109/ACCESS.2020.3022867 PMC 바로가기 [Article Type] Computational and Artificial Intelligence
Identifying COVID19 from Chest CT Images: A Deep Convolutional Neural Networks Based ApproachResearch Article Published on 2020-08-112022-10-31 Journal: Journal of Healthcare Engineering [Category] Coronavirus, MERS, SARS, [키워드] applicability approach AUROC average Chest CT images CNN COVID19 deep diagnostic Experimental result Final healthcare identifying Infectious disease limitation network Neural observation Performance metrics RT-PCR utility [DOI] 10.1155/2020/8843664 PMC 바로가기 [Article Type] Research Article