Comparison and ensemble of 2D and 3D approaches for COVID-19 detection in CT imagesResearch article Published on 2022-06-012022-10-05 Journal: Neurocomputing [Category] 치료기술, [키워드] Accuracy approach AUC automatically bidirectional collected Computed tomography Control COVID-19 CT scan dataset deep learning detection Ensemble Istanbul University Long lung Medicine patients RT-PCR test School [DOI] 10.1016/j.neucom.2022.02.018 [Article Type] Research article
Automated amplification-free digital RNA detection platform for rapid and sensitive SARS-CoV-2 diagnosis빠르고 민감한 SARS-CoV-2 진단을 위한 자동화된 증폭이 필요 없는 디지털 RNA 검출 플랫폼Article Published on 2022-05-262022-09-11 Journal: Communications Biology [Category] COVID19(2023년), SARS, 바이오마커, 변종, 치료기술, [키워드] Accuracy Alpha automated automatically comparable Complete COVID-19 pandemic CRISPR Critical Diagnosis diagnostic enzyme genomic RNA magnetic bead omicron platform quantification RNA RT-qPCR SARS-CoV-2 SARS-CoV-2 variant SARS-CoV-2 variants specimen Spread viral infection viral infections [DOI] 10.1038/s42003-022-03433-6 PMC 바로가기 [Article Type] Article
CNN supported automated recognition of Covid-19 infection in chest X-ray imagesResearch article Published on 2022-05-082022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Algorithm analyzed automated Automatic automatically calculated Canny algorithm chest X-ray Chest X-ray image CNN collected complex coronavirus dataset Diagnosis identify IMPROVE Infection initial Keeping knowledge lung Lungs PCR test Python PyTorch recognize Repository Resnet18 sensitivity specificity supported X-ray [DOI] 10.1016/j.matpr.2022.05.003 [Article Type] Research article
Multi-classification deep CNN model for diagnosing COVID-19 using iterative neighborhood component analysis and iterative ReliefF feature selection techniques with X-ray imagesResearch article Published on 2022-05-012022-10-05 Journal: Chemometrics and Intelligent Laboratory Systems [Category] 치료기술, [키워드] Accuracy acute respiratory syndrome affected Analysis analyzed applied automatically CNN component Convolutional neural networks CNN coronavirus COVID-19 criteria dataset death rate determine diagnosing Diagnosis disease disease status experiment f-score facilitate faster Feature selection Health highest IMPROVE include indicated IRF iterative Iterative neighborhood component analysis Iterative ReliefF lung material MCC neighborhood network Neural normal Patient performed Precision Predictive radiologist Result SARS-CoV-2 sensitivity specificity Spread virus X-ray [DOI] 10.1016/j.chemolab.2022.104539 [Article Type] Research article
Oxygen therapy limiting peripheral oxygen saturation to 89-93% is associated with a better survival prognosis for critically ill COVID-19 patients at high altitudesObservational Study Published on 2022-05-012022-10-04 Journal: Respiratory physiology & neurobiology [Category] 임상, [키워드] Alto association automatically Blood central respiration connection COVID-19 COVID-19 patient Critically ill Critically ill patient cross-sectional death evaluated event expected fraction Frequency help high-altitude hyperoxemia Hypoxemia hypoxemic ICU IMPROVE intensive care intensive care unit intubated patient intubated patients intubation Invasive mechanical ventilation liberal liberal oxygen therapy life-threatening limit maintain Mortality multicenter normoxemia. normoxia overcome oxygen Oxygen therapy Oxygenation PaO Patient peripheral oxygen saturation Prognosis receive required Respiratory failure rises SOFA score suggested Support survival therapy undergo was performed [DOI] 10.1016/j.resp.2022.103868 PMC 바로가기 [Article Type] Observational Study
Telemonitoring in Long-COVID Patients-Preliminary Findings장기 코로나 환자의 원격 모니터링 - 예비 결과Article Published on 2022-04-262022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 치료기술, [키워드] alleviate Analysis analyzed automatically average body temperature calculated cardiological cardiological and respiratory disorders caused condition cough COVID-19 pandemic detect Diagnosis diagnostic protocol diagnostics disorder disorders distance ECG electrocardiogram Engagement events examination exceeded finding flexibility Health Health status Healthcare system implementation indication life long-COVID machine learning parameter Patient problem professional provide provided pulse recognize recommendation required respiratory disorder respiratory disorders respiratory rate respond rule SARS-COV-2 infection saturation selected SPO Stress syndrome Telemedicine thresholds vital signs [DOI] 10.3390/ijerph19095268 PMC 바로가기 [Article Type] Article
Visualizing omicron: COVID-19 deaths vs. cases over time오미크론 시각화: 시간 경과에 따른 COVID-19 사망자 대 사례Article Published on 2022-04-192022-09-11 Journal: PLoS ONE [Category] COVID19(2023년), SARS, 변종, [키워드] automatically axis caused code country COVID-19 COVID-19 pandemic death deaths dominant variant feature Github GitHub repository indicated omicron Omicron variant pandemic plot progressed provided reported South Africa starting point variant [DOI] 10.1371/journal.pone.0265233 PMC 바로가기 [Article Type] Article
A deep learning-driven low-power, accurate, and portable platform for rapid detection of COVID-19 using reverse-transcription loop-mediated isothermal amplification역전사 루프-매개 등온 증폭을 사용하여 COVID-19의 신속한 감지를위한 딥 러닝 중심의 저전력, 정확 및 휴대용 플랫폼Article Published on 2022-03-082022-09-01 Journal: Scientific Reports [Category] MERS, SARS, 바이오마커, 진단, 치료기술, [키워드] addition amplification automatically can be used clinical samples completion COVID-19 deep learning detect Device eliminating equipment facilitate Heating Infectious diseases isothermal amplification lab LAMP Loop-mediated isothermal amplification negative sample pH indicator platform positive protocol reaction Reactions recall required reverse transcription polymerase chain reaction RNA extraction RT-LAMP sensitivity specificity subjects tested Volt [DOI] 10.1038/s41598-022-07954-2 PMC 바로가기 [Article Type] Article
Real-Time Internet of Medical Things System for Detecting Blood Leakage during Hemodialysis Using a Novel Multiple Concentric Ring Sensor새로운 다중 동심 링 센서를 사용하여 혈액 투석 중 혈액 누출을 감지하는 실시간 의료 사물 인터넷 시스템Article Published on 2022-03-032022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy analyzed automatically Blood blood leakage detection Candidates changed clinical study core COVID-19 detect dialysis evaluated experiment feasibility healthcare Hemodialysis high risk hospital Internet Internet of Medical Things (IoMT) leakage life-threatening load medical staff MONITOR multi-bed monitoring system Multiple novel Patient patient safety platform prosthetic questionnaire recruited reduced Ring sensitivity sensor subject System Telemedicine threshold venous needle dislodgement Volume Worry [DOI] 10.3390/s22051988 PMC 바로가기 [Article Type] Article
COVID-19 diagnosis using state-of-the-art CNN architecture features and Bayesian OptimizationReview article Published on 2022-03-012022-10-05 Journal: Computers in biology and medicine [Category] SARS, 변종, 치료기술, [키워드] Accuracy addition Algorithm Algorithms applied artificial automatically Bayesian Bayesian optimization Chest CNN Computed tomography Convolutional neural networks coronavirus COVID-19 COVID-19 diagnosis COVID-19 pandemic COVID-19 test decision diagnosis of COVID-19 died feature FIVE highest Infection lung machine learning MCC Naive Baye negatively affected network Neural optimization outbreak performed Prevent problem quarantine Radiography RT-PCR test Spread support vector machine SVM the disease tree Wuhan X-ray [DOI] 10.1016/j.compbiomed.2022.105244 [Article Type] Review article