PCA-Based Incremental Extreme Learning Machine (PCA-IELM) for COVID-19 Patient Diagnosis Using Chest X-Ray Images흉부 X선 영상을 사용한 COVID-19 환자 진단을 위한 PCA 기반 증분 극한 학습 기계(PCA-IELM)Article Published on 2022-07-042022-09-11 Journal: Computational Intelligence and Neuroscience [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy addition affected approach benefit chest X-ray consequence Coronavirus 2019 COVID-19 COVID-19 patient COVID-19 patients dataset detect diagnosis of COVID-19 effective experimental results extreme faster fatality Health Organization healthcare identify Image information learning machine novel Novel coronavirus number of infected outperform pandemic Patient PCA positive Precision Principal component principal component analysis radiologist Radiologists recall reduce reported required speed suggested Support technique virus was tested World Health Organization worldwide pandemic X-ray [DOI] 10.1155/2022/9107430 PMC 바로가기 [Article Type] Article
IoMT-fog-cloud based architecture for Covid-19 detectionResearch article Published on 2022-07-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 변종, 치료기술, [키워드] Accuracy AUC cloud computing CNN coefficient component condition Convolution coronavirus disease COVID-19 dataset deep learning Discrete effective energy Entropy feature Features Fog Computing healthcare implementation IMPROVE information Internet of Medical Things (IoMT) lack latency limit limitation majority Mutation Neuron pandemic patients’ data PCA peak Pneumonia Precision principal Quality Quality of Service (QoS) Ratio recall reduce reduction service Transmission Volume Wavelet wavelet transform [DOI] 10.1016/j.bspc.2022.103715 [Article Type] Research article
Automated diagnosis of COVID stages from lung CT images using statistical features in 2-dimensional flexible analytic wavelet transformResearch article Published on 2022-07-012022-10-05 Journal: Biocybernetics and Biomedical Engineering [Category] 치료기술, [키워드] Accuracy Algorithm applied approach assist chest imaging chest X-ray Computed tomography contagious COVID COVID-19 COVID-19 epidemic CT scan demonstrated detect diagnosed Diagnosis early stage FAWT based image decomposition feature Feature extraction Features flexible help identify illnesses image classification lung Lung CT machine learning Medical imaging outcomes PCA physical principal component analysis problems progression Respiratory system robust sensitivity specificity Spread Stage statistical student two-dimensional venous virus X-ray [DOI] 10.1016/j.bbe.2022.06.005 [Article Type] Research article
Meta-Analysis of Human Antibodies Against Plasmodium falciparum Variable Surface and Merozoite Stage Antigensarticle Published on 2022-06-302024-09-01 Journal: Frontiers in immunology [Category] 말라리아, [키워드] Malaria immunity PCA PfEMP1 Plasmodium falciparum RIFIN variable surface antigens [Article Type] article
Singular Interface Dynamics of the SARS-CoV-2 Delta Variant Explained with Contact Perturbation Analysis접촉 섭동 분석으로 설명되는 SARS-CoV-2 Delta 변이체의 단일 인터페이스 역학Article Published on 2022-06-272022-09-11 Journal: Journal of Chemical Information and Modeling [Category] COVID19(2023년), SARS, 변종, 유전자 메커니즘, [키워드] ACE2 Alpha Analysis angiotensin Beta can not changes in Contact contact with COVID-19 pandemic crystallographic structure Delta delta variant Delta variants Dihedral angle direct contact drastic Dynamics Epsilon explain FIVE Gamma human ACE2 receptor human Angiotensin-converting enzyme interface L452R mechanism of action molecular molecular dynamics Mutation outcome pandemic PCA Perturbation Principal component principal component analysis provoke raise RBD receptor Receptor binding domain residue SARS-CoV-2 variant similarity singular Spike protein Spike receptor binding domain T478K the SARS-CoV-2 the spike protein variant variants wild type [DOI] 10.1021/acs.jcim.2c00350 PMC 바로가기 [Article Type] Article
Chemical profiling and unraveling of anti-COVID-19 biomarkers of red sage (Lantana camara L.) cultivars using UPLC-MS/MS coupled to chemometric analysis, in vitro study and molecular docking화학 측정 분석, 시험관 내 연구 및 분자 도킹과 결합된 UPLC-MS/MS를 사용하여 레드 세이지(Lantana camara L.) 품종의 항-COVID-19 바이오마커의 화학적 프로파일링 및 해명Article Published on 2022-06-122022-09-11 Journal: Journal of ethnopharmacology [Category] COVID19(2023년), SARS, 바이오마커, 유전자 메커니즘, 치료기술, 치료제, [키워드] (RdRp acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 Analysis anti-COVID-19 activity. antiviral activity approach Asia Biomarker Biomarkers Brazil Candidates Chain Reaction Chemical chemometrics Compound Concentration coronavirus COVID-19 cytotoxicity Data analysis detect determine docked docking docking score E-gene Effect Efficacy except for exhibited exhibiting expression expression levels flavonoids flower followed by highest in vitro study In-vitro India infections inhibitor inhibitory activity interaction pattern Kenya Lantana Lantana camara L. cultivars leprosy Luteolin material mechanism metabolites metabolomics molecular docking multivariate Multivariate analysis Nigeria PCA PCA plot PCA plots plaque polymerase chain polymerase chain reaction principle profile progressed RdRP RdRp gene real-time RT-PCR Red Remdesivir required respiratory respiratory diseases respiratory virus respiratory viruses reverse transcription polymerase chain reaction rheumatism RNA-dependent RNA polymerase RT-PCR SARS-CoV-2 selectivity indices severe acute respiratory syndrome Coronavirus Spread spreading Structure sunset TaqMan target tested Transcription UPLC UPLC-MS/MS Verbenaceae Viral [DOI] 10.1016/j.jep.2022.115038 PMC 바로가기 [Article Type] Article
Evaluation of electropolymerized molecularly imprinted polymers (E-MIPs) on disposable electrodes for detection of SARS-CoV-2 in saliva타액에서 SARS-CoV-2 검출을 위한 일회용 전극의 전기중합 분자 각인 폴리머(E-MIP) 평가Article Published on 2022-05-082022-09-11 Journal: Analytica chimica acta [Category] COVID19(2023년), MERS, SARS, 진단, 치료기술, [키워드] absence biosensor capture COVID-19 COVID-19 negative crosslinked demonstrated Electrochemical impedance spectroscopy Electrochemical polymerization evaluated functional isothermal LAMP limit of detection log Molecularly imprinted polymers monoclonal antibody monomer N,N'-methylenebisacrylamide National Health Service nine nucleic acid nucleic acid amplification Other respiratory viruses Patient PCA Polymer positive positive sample Principal component principal component analysis pseudoparticle respiratory respiratory viruses Saliva saliva samples SARS-CoV-2 selective selectivity specificity threshold threshold value transfer Treatment UK National Health Service virus [DOI] 10.1016/j.aca.2022.339777 PMC 바로가기 [Article Type] Article
A Secure Artificial Intelligence-Enabled Critical Sars Crisis Management Using Random Sigmoidal Artificial Neural Networks무작위 S자형 인공 신경망을 사용한 안전한 인공 지능 지원 Critical Sars 위기 관리Article Published on 2022-05-042022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 analyzed approach approaches artificial artificial intelligence block-matching filter collected common cold Compact compact entropy rate superpixel Complete component coronavirus COVID-19 COVID-19 patient COVID-19 patients crisis diagnose diagnosing Diagnosis effective Entropy false-negative Feature selection flu Gradient group Health healthcare help highlighting histogram histogram equalization histogram of gradient identify illness network Neural pandemic PCA performed Practitioner principal Principal component principal component analysis Random Sigmoidal Artificial Neural Networks Rate RT-PCR RT-PCR test SARS-CoV-2 SARS-CoV-2 viral infection Segmentation severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 suggested Symptom the disease viral infection [DOI] 10.3389/fpubh.2022.901294 PMC 바로가기 [Article Type] Article
Advanced cell therapy with low tissue factor loaded product NestaCell® does not confer thrombogenic risk for critically ill COVID-19 heparin-treated patientsResearch article Published on 2022-05-012022-10-05 Journal: Biomedicine & pharmacotherapy = Biomédecine & phar [Category] 유전자 메커니즘, 임상, [키워드] administration Cell cells clinical study clinical trial COVID-19 COVID-19 pandemic COVID-19 patient COVID-19 patients Critically ill D-dimer demonstrated evaluated expression healthy donor HIDPSC immature in vitro Inflammatory response intravenous Intravenous injection less lung damage moderate MOST MSC Patient patients PCA plasma predict procoagulant procoagulant activity Procoagulant potential promote Prophylactic raising reduce responsible risk Safe Safety selected stromal cell TF/CD142 therapeutic therapeutic option Therapies therapy tissue Treatment unique [DOI] 10.1016/j.biopha.2022.112920 [Article Type] Research article
Shedding light on the toxicity of SARS-CoV-2-derived peptide in non-target COVID-19 organisms: A study involving inbred and outbred mice비표적 COVID-19 유기체에서 SARS-CoV-2 유래 펩타이드의 독성에 대한 조명: 근친교배 및 근친교배 마우스를 대상으로 한 연구Article Published on 2022-05-012022-09-11 Journal: Neurotoxicology [Category] COVID19(2023년), MERS, SARS, 바이오마커, 유전자 메커니즘, [키워드] acetylcholinesterase activated administration alteration animals antidepressant antioxidant anxiolytic applied biochemical Biomarker Brain C57Bl/6 J mice catalase consequence COVID-19 demonstrated depressive dismutase dispersion Effect Environmental Toxicology evaluate evaluated Evidence evidence of exposure to Field test genetic profile greater homeostasis hydrogen hydrogen peroxide Impact Laboratory locomotor maintain male mammalian mechanism memory memory deficit mice natural environments open oxidative stress Pandemic COVID-19 PCA peptide Principal component principal component analysis Protein Proteins provide reactive reduction in Research response SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2 particle SARS-CoV-2 particles sensitivity shedding Spike protein Superoxide Superoxide Dismutase Swiss mice. the Spike the vaccine Therapeutic strategies therapeutic strategy Toxicity Viral [DOI] 10.1016/j.neuro.2022.03.012 PMC 바로가기 [Article Type] Article