Monkeypox Virus Detection Using Pre-trained Deep Learning-based ApproachesArticle Published on 2022-10-062022-11-15 Journal: Journal of medical systems [Category] Fulltext, 원숭이두창, 치료기술, [키워드] addition approach average classification community transmission COVID-19 COVID-19 virus dataset deep deep learning detect detection early stage experiment fine-tune Health help identify IMPROVE Infection majority Monkeypox pandemic Practitioner SARS-CoV2. virus virus detection widespread [DOI] 10.1007/s10916-022-01868-2 PMC 바로가기
Evolutionary remodelling of N-terminal domain loops fine-tunes SARS-CoV-2 spikeArticle Published on 2022-10-062022-11-16 Journal: EMBO Reports [Category] COVID19(2023년), SARS, 변종, 유전자 메커니즘, [키워드] analyses Analysis antigenic variation complex COVID-19 Critical Deletion exacerbated fine-tune flexible functional Health Host Immunity mechanism membrane fusion Modification modulate Mutation N-terminal domain NTD omicron polymorphism receptor engagement remained responsible reveal Sarbecoviruses SARS-CoV-2 SARS-CoV-2 spike SARS-CoV-2 variant spike spike glycoprotein spike stability variant variants variants. Variation Viral transmission virus entry [DOI] 10.15252/embr.202154322 PMC 바로가기
Prediction of Potential Commercially Available Inhibitors against SARS-CoV-2 by Multi-Task Deep Learning Model다중 작업 딥 러닝 모델을 통한 SARS-CoV-2에 대한 잠재적으로 상업적으로 이용 가능한 억제제 예측Article Published on 2022-08-212022-09-11 Journal: Biomolecules [Category] SARS, 치료제, [키워드] binding binding mode binding modes can be used caused Compound COVID-19 dataset datasets death deep deep learning drug Drug discovery effective effective drug effective drugs effective inhibitor effort exhibited fine-tune help heterogenous identify Infection inhibitors Interaction learning Model molecular docking multi-task learning outbreak performed Potential predicted prediction Prevent protein-ligand interaction protein–ligand interaction. rising SARS-CoV-2 SARS-CoV-2 protein selected severe symptoms targets was collected was used [DOI] 10.3390/biom12081156 PMC 바로가기 [Article Type] Article
An Empirical Analysis of an Optimized Pretrained Deep Learning Model for COVID-19 DiagnosisCOVID-19 진단을 위한 최적화된 사전 훈련된 딥 러닝 모델의 실증 분석Article Published on 2022-07-272022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] accelerated approach battle bioinformatics clinicians and researcher COVID-19 COVID-19 disease COVID-19 outbreak datasets deep deep learning Deep Learning Method diagnosed Diagnosis diagnosis of COVID-19 died evaluated fine-tune Frame healthy learning lung Model Non-COVID-19 patients with COVID-19 platform Pneumonia Predictive predictive models referred to researcher separate experiments Treatment virus Volume were used [DOI] 10.1155/2022/9771212 PMC 바로가기 [Article Type] Article
A lightweight CNN-based network on COVID-19 detection using X-ray and CT imagesX-ray 및 CT 이미지를 사용하여 COVID-19 감지에 대한 경량 CNN 기반 네트워크Article Published on 2022-07-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy addition carried chest X-ray Chest X-ray images chest X-rays computer computer tomography Convolutional neural network COVID-19 COVID-19 disease dataset datasets evaluate expected fine-tune highest identify Interpretation NIH researcher SARS-CoV-2 Seven SOTA transfer transfer learning was used X-ray X-ray. [DOI] 10.1016/j.compbiomed.2022.105604 PMC 바로가기 [Article Type] Article
Seroconversion dynamic and SARS-CoV-2 seropositivity in unvaccinated population during the first and second outbreaks in Mexico Research Published on 2022-03-292022-10-05 Journal: Scientific Reports [Category] SARS, 진단, [키워드] Ageusia Algorithms Anosmia anti-SARS-CoV-2 antibody Cohort cough COVID-19 COVID-19 case COVID-19 diagnosis death determine Diabetic Fever fine-tune healthy help highest Immunity IMPROVE individual information knowledge obese Older opposite outbreak Outpatient pandemic PCR Population predict presymptomatic Prevalence SARS-CoV-2 Seroconversion Symptom symptomatic people the SARS-CoV-2 vaccination [DOI] 10.1038/s41598-022-09395-3 [Article Type] Research
The molecular mechanism of SARS-CoV-2 evading host antiviral innate immunity숙주의 항바이러스 선천성 면역을 회피하는 SARS-CoV-2의 분자 메커니즘Review Published on 2022-03-192022-09-11 Journal: Virology Journal [Category] SARS, 치료제, [키워드] acute respiratory syndrome coronavirus adaptive Antiviral Antiviral innate immunity antiviral intervention applied carried cellular chemokine chemokines Clinical practice coronavirus 2 COVID-19 Cytokines Defense drug Effect Epidemic fine-tune growth health emergency high mortality Host host immune system immune cells immune priming Immune status Immunopathogenesis inhibiting inhibitory effect innate immune Innate immune cells Innate immunity Invasion mechanism molecular molecular mechanism mRNA mRNA degradation Mutation new virus outcome pandemic pathogenic mechanism pathogenicity Protein PRR respiratory SARS-CoV-2 SARS-COV-2 infection SARS-CoV-2. severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 Spread Support target the SARS-CoV-2 Transcription translation transmembrane Transmembrane transport Transport Vaccine virus viruses [DOI] 10.1186/s12985-022-01783-5 PMC 바로가기 [Article Type] Review
Transfer learning based novel ensemble classifier for COVID-19 detection from chest CT-scans흉부 CT 스캔에서 COVID-19 검출을 위한 전이 학습 기반 새로운 앙상블 분류기Article Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 치료기술, [키워드] acute respiratory syndrome coronavirus Affect affecting aggregate animals approach approach chest CT-scan Classifier Computerized tomography Computerized tomography (CT) Conducting coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 infection deep learning disease Ensemble classifier experiment Final fine-tune globe Human individual Infection lung CT scan organ pandemic Pre-trained models Rapid test respiratory Severe acute respiratory syndrome severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) Spread strength tomography trained model Transfer learning. virus [DOI] 10.1016/j.compbiomed.2021.105127 PMC 바로가기 [Article Type] Article
Optimal Deep-Learning-Enabled Intelligent Decision Support System for SARS-CoV-2 ClassificationSARS-CoV-2 분류를 위한 최적의 딥러닝 기반 지능형 의사결정 지원 시스템Research Article Published on 2022-01-252022-09-10 Journal: Journal of Healthcare Engineering [Category] SARS, 치료기술, [키워드] Algorithm applied approaches assist cause classification Classifier CNN complex Computed tomography COVID-19 COVID-19 disease CT scan data set decision decision support system decision support systems detect develop Disease diagnosis DSS fine-tune fusion healthcare healthcare professionals Infection involved offer outcome Pathologists provide reported Research researchers SARS-CoV-2 SARS-COV-2 infection severity Spread Stage Support Support System Swarm intelligence System the disease the SARS-CoV-2 Treatment water [DOI] 10.1155/2022/4130674 PMC 바로가기 [Article Type] Research Article
Predicting novel drug candidates against Covid-19 using generative deep neural networks생성 깊은 신경망을 사용하여 Covid-19에 대한 새로운 약물 후보 예측Article Published on 2022-01-012022-08-31 Journal: Journal of molecular graphics & modelling [Category] MERS, SARS, 신약개발, 치료제, [키워드] 3CLpro approach approved binding binding affinities binding affinity binding energy COVID-19 death deep Deep neural networks demonstrated develop docking docking score drug drug candidate drug candidates Drug discovery fine-tune free energy generate Generative models highest binding affinity in silico indicate less memory much lower novel Novel coronavirus novel molecule novel molecules Novel molecules. outbreak protease reduce Remdesivir short term short term memory therapeutic target Traditional traditional methods Treatment viable treatment vigor [DOI] 10.1016/j.jmgm.2021.108045 PMC 바로가기 [Article Type] Article