Boosting COVID-19 Image Classification Using MobileNetV3 and Aquila Optimizer AlgorithmArticle Published on 2021-10-222022-10-31 Journal: Information Sciences [Category] COVID-19, [키워드] Accuracy Algorithm Algorithms atomic orbital search backbone classification coronavirus disease COVID-19 Critical dataset deaths deep learning Diagnosis dynamic opposite-based learning early diagnosis experiment Feature selection Features Image IMPROVE Infectious disease metaheuristic Performance metrics reduce reduction selected X-ray [DOI] 10.3390/e23111383 PMC 바로가기 [Article Type] Article
High-Throughput Next-Generation Sequencing Respiratory Viral Panel: A Diagnostic and Epidemiologic Tool for SARS-CoV-2 and Other Viruses고 처리량 차세대 시퀀싱 호흡기 바이러스 패널 : SARS-COV-2 및 기타 바이러스를위한 진단 및 역학 도구Communication Published on 2021-10-142022-09-10 Journal: Viruses [Category] MERS, SARS, 변종, 치료기술, [키워드] Accuracy clade co-circulating virus contributing to COVID-19 COVID-19 pandemic Critical D614G Diagnosis disease Epidemiology evaluated Evolution Factor Georgia groups identify include independent information isolate isolates Lineage mitigate Mutation neglect Next-generation sequencing NGS ORF1 ORF1ab ORF3a ORF8 Other outbreak pandemic Pathogens Performance metrics predict prevalent Prevent public health Q57H required respiratory respiratory viral respiratory viral panel respiratory virus respiratory viruses SARS-CoV-2 SARS-CoV-2 variant Spike protein threat Transmission USA utility variant variants Viral viral pathogens Viral transmission virus virus transmission viruses [DOI] 10.3390/v13102063 PMC 바로가기 [Article Type] Communication
Assessment of the Feasibility of Using Noninvasive Wearable Biometric Monitoring Sensors to Detect Influenza and the Common Cold Before Symptom Onset증상 발병 전 인플루엔자 및 감기를 감지하기 위해 비침습적 웨어러블 생체 모니터링 센서를 사용하는 것의 타당성 평가Research Published on 2021-09-292022-09-25 Journal: JAMA Network Open [Category] Fulltext, 신종인플루엔자, 임상, 진단, [키워드] 24 hour Accuracy age Analysis assessment AUC Can characteristic chronic respiratory Cohort cohort study Cold collected common conducted Contagion COVID-19 criteria Culture detect evaluate exposure feasibility feasible finding General population H1N1 H1N1 influenza help Human rhinovirus identify Importance individual Infection infectious dose Influenza inoculated Intervention intranasal limit measure men Mild moderate monitoring noninvasive objective Onset participant Patient Performance metrics Point Precision predict presymptomatic prevent disease spread primary outcome measure random recruited Relevance resource respiratory virus Result rhinovirus screening method sensitivity sensor Separate serum antibodies setting severity specificity Spread strain type Support Symptom symptom onset TCID50 the median tissue took place trajectory viral challenge viral infection viral respiratory infection viral respiratory infections virus [DOI] 10.1001/jamanetworkopen.2021.28534 PMC 바로가기 [Article Type] Research
Fully automated unified prognosis of Covid-19 chest X-ray/CT scan images using Deep Covix-Net modelDeep Covix-Net 모델을 사용한 Covid-19 흉부 X선/CT 스캔 이미지의 완전 자동화된 통합 예후Article Published on 2021-09-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 변종, [키워드] Accuracy Algorithm analysed assist automated characteristic Chest chest X-ray Chest X-ray image Chest X-ray images complement Computed tomography Confusion confusion matrix COVID-19 CT scan CT scans database datasets deep Diagnosis diagnostic examination examined expected Fast fourier transform Fourier transform Github Image segmentation individual introduced Kaggle machine machine learning mechanism medical diagnosis methodology mutant Novel coronavirus outcome pandemic Patient Performance metrics Pneumonia Precision Prognosis Random forest receiver operating characteristic receiver operating characteristic curve Repository RT-PCR slice variant Wavelet X-ray/CT [DOI] 10.1016/j.compbiomed.2021.104729 PMC 바로가기 [Article Type] Article
Longitudinal observational study of boxing therapy in Parkinson’s disease, including adverse impacts of the COVID-19 lockdownObservational Study Published on 2021-08-242022-10-04 Journal: BMC Neurology [Category] MERS, 임상, [키워드] adverse impact average Boxing therapy Complication correlation COVID-19 disease distribution effective Efficacy IMPROVE incidence increase in independent lockdown log longitudinal manifestation neurodegenerative outcome Parkinson disease Parkinson’s disease participant patients Performance metrics prevalent Quantitative reported Result seated secondary outcome semi-quantitative subsequent supplementary material therapy [DOI] 10.1186/s12883-021-02359-6 PMC 바로가기 [Article Type] Observational Study
Explainable Artificial Intelligence for Bias Detection in COVID CT-Scan ClassifiersCOVID CT-Scan 분류기에서 편향 감지를 위한 설명 가능한 인공 지능Article Published on 2021-08-232022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy affected Analysis approach artificial artificial intelligence AUC Bia biases changes in Classifier classifiers Complete computer vision Computerized tomography COVID COVID 19 dataset detection drastic evaluated Explainable AI Explainable artificial intelligence Gradient heatmap help highlight identify image classification Impact intelligence LIME Medical imaging methodology motivation Performance metrics problem Result robust shown Smooth tandem Vanilla were used [DOI] 10.3390/s21165657 PMC 바로가기 [Article Type] Article
Deep forest model for diagnosing COVID-19 from routine blood tests일상적인 혈액 검사에서 COVID-19 진단을위한 깊은 산림 모델Comparative Study Published on 2021-08-172022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] Accuracy cascade Classifier combating comparable coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patient datasets deep diagnose diagnosing Diversity evaluated Experimental result experimental results global pandemic Health care help IMPROVE Infection laboratory data layer Performance metrics routine blood test sensitivity specificity Swab the disease [DOI] 10.1038/s41598-021-95957-w PMC 바로가기 [Article Type] Comparative Study
Deep insight: Convolutional neural network and its applications for COVID-19 prognosisReview article Published on 2021-08-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 유전자 메커니즘, 치료기술, [키워드] Activation adopted applicability Applications challenges characterized China CNN Community Contact tracing contagious Convolutional neural network coronavirus disease country COVID-19 COVID-19 pandemic COVID-19 prognosis curtail deaths deep deep learning develop effective Epidemics Evidence functions globe help highlight Human limitations manual intervention medication Mortality notable pandemic pathogenic Performance metrics positive Practitioner Prognosis Radiographic recognize Research researcher respiratory viral infection Result SARS-CoV-2 shown significantly Spread Treatment variants World Health Organisation Wuhan [DOI] 10.1016/j.bspc.2021.102814 [Article Type] Review article
A comparative study of multiple neural network for detection of COVID-19 on chest X-rayResearch Published on 2021-07-272022-10-31 Journal: Eurasip Journal on Advances in Signal Processing [Category] COVID-19, [키워드] Accuracy affected Analysis artificial neural networks chest X-ray Chest X-ray image classification Coronavirus pneumonia COVID-19 deep learning DenseNet121 diagnose diagnostic disease Efficiency healthcare worker IMPROVE Metrics multi-task learning patients Performance metrics Pneumonia pneumonia cases Research Result rising Safe Spread transfer learning viral infection virus were used [DOI] 10.1186/s13634-021-00755-1 PMC 바로가기 [Article Type] Research
Evaluation of the IgG antibody response to SARS CoV-2 infection and performance of a lateral flow immunoassay: cross-sectional and longitudinal analysis over 11 monthsSARS CoV-2 감염에 대한 IgG 항체 반응 평가 및 측방 유동 면역 분석의 성능: 11개월에 걸친 횡단면 및 종단 분석Article Published on 2021-06-292022-09-11 Journal: BMJ Open [Category] MERS, SARS, 진단, 치료기술, 치료제, [키워드] Abbott Abbott SARS-CoV-2 IgG anti-SARS-CoV-2 antibody antibody levels Blood Blood donations Cohort collected comprehensive analysis convalescent plasma COVID-19 cross-sectional detectable diagnostic Diagnostic microbiology diagnostics Donor Elecsy Elecsys ELISA Euroimmun evaluate healthcare worker humoral immune response IgG IgG antibodies IgG antibody immunoassay immunoassays individual individuals Infection Ireland Laboratory lateral flow lateral flow immunoassay LFIA Longevity longitudinal analysis minimum molecular molecular diagnostics outcome pandemic Performance metrics persistence plasma sample plasma samples positive Post-infection post-symptom onset Rapid Rapid test Research Roche SARS CoV-2 SARS-CoV-2 antibody SARS-CoV-2 ELISA SARS-CoV-2 IgG SARS-CoV-2 IgG antibodies SARS-CoV-2 IgG antibody SARS-COV-2 infection SARS-CoV-2 spike protein sensitivity Sensitivity and specificity serological specificity Spike protein Test [DOI] 10.1136/bmjopen-2020-048142 PMC 바로가기 [Article Type] Article