Estimation of Respiratory Rate from Thermography Using Respiratory Likelihood Index호흡 가능성 지수를 사용한 열화상 측정에서 호흡수 추정Article Published on 2021-06-272022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 진단, 치료기술, [키워드] automatically bpm Care change conducted COVID-19 pandemic deep learning estimate estimation exhalation facial Health status High-resolution increasingly index inhalation likelihood likelihood index mean absolute error MONITOR monitoring MOST nostril nostrils object detection physical contact Quality Rate Region Respiration respiration rate respiratory respiratory rate seated selected Seven signal processing subject temperature temperature changes thermal imaging thermography vital sign vital sign measurement YOLO [DOI] 10.3390/s21134406 PMC 바로가기 [Article Type] Article
CT Quantification of COVID-19 Pneumonia at Admission Can Predict Progression to Critical Illness: A Retrospective Multicenter Cohort StudyMedicine Published on 2021-06-172022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] Admission age Analysis Aspartate aminotransferase automatically benefit calculated Can Chest computed tomography Chest CT Chinese Clinical management collected consolidation coronavirus disease correlation COVID-19 COVID-19 guideline COVID-19 patients Critical Critical illness cutoff value death defined erythrocyte sedimentation rate Evidence feature ground-glass opacity groups High-sensitivity C-reactive protein highest imaging initial intensive care Laboratory laboratory data laboratory-confirmed lactate dehydrogenase lymphocyte male mechanical ventilation medical records negative correlation neutrophil outcome Patient patients patients with COVID-19 Pearson correlation Pneumonia pneumonia lesion positive correlation PPV predict Prognostic marker progression quantification quantified Quantitative Respiratory failure Retrospective study sensitivity Shock specificity System Trial urea nitrogen variable Volume were assessed were excluded [DOI] 10.3389/fmed.2021.689568 PMC 바로가기 [Article Type] Medicine
Sentiment Analysis Techniques Applied to Raw-Text Data from a Csq-8 Questionnaire about Mindfulness in Times of COVID-19 to Improve Strategy GenerationArticle Published on 2021-06-132022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, MERS, SARS, [키워드] Accuracy Analysis Anxiety applied approach automatically Care carried caused complementary Course COVID 19 COVID-19 CSQ-8 deep learning embedding Factor Frequency Generation had no Health help identify IMDB IMPROVE information involved language limit mindfulness natural natural language processing neural networks Neutral pandemic participant positive processing professional Quality of life question questionnaire required researcher response Satisfaction Spanish stages Strategy Stress swivel technique time transfer [DOI] 10.3390/ijerph18126408 PMC 바로가기 [Article Type] Article
Early assessment of lung function in coronavirus patients using invariant markers from chest X-rays images흉부 X- 레이 이미지에서 불변 마커를 사용한 코로나 바이러스 환자의 폐 기능의 조기 평가Article Published on 2021-06-082022-09-01 Journal: Scientific Reports [Category] MERS, 바이오마커, 진단, [키워드] Accuracy affected approach assist automatically Biomarkers biomedical engineering boundary CAD chest X-ray classification algorithms Classifier clinical care computer coronavirus coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 patients COVID-19 positive patients cross cumulative cumulative distribution function death decision trees detect determine develop Diagnosis diagnostic Dice died disease severity Diseases distribution experiment feasibility higher risk illumination Image information inhomogeneity Intensive Local lung Lung function Lung infection Lung pathology lung; manuscript marker mechanical respiratory mechanical ventilation methodology Mortality naive Bayes classifier parameter Patient physician predict produced provide provided Pulmonary function radiologist radius random Random forest Region respiratory risk Rotation sensitivity severity similarity specificity Support support vector machine tested training set translation uniformity X-ray [DOI] 10.1038/s41598-021-91305-0 PMC 바로가기 [Article Type] Article
Patient Empowerment During the COVID-19 Pandemic by Ensuring Safe and Fast Communication of Test Results: Implementation and Performance of a Tracking SystemOriginal Paper Published on 2021-06-072022-10-30 Journal: Journal of Medical Internet Research [Category] COVID-19, MERS, SARS, [키워드] age automatically Care clinical information system communication Consequences COVID-19 COVID-19 crisis COVID-19 test data security diminishe effort eHealth empowerment Ensuring Health hospital indicate infecting information Laboratory mitigate objective Patient Patient empowerment performance performed platform independent process optimization professional professionals public health quality management quarantine Rapid reduce reduced required response Result risk Safe SARS-CoV-2 secure Spread stress test subject System Telemedicine Test tested throat swab Transmission Ulm university university hospital virus spread [DOI] 10.2196/27348 PMC 바로가기 [Article Type] Original Paper
An optimized transfer learning-based approach for automatic diagnosis of COVID-19 from chest x-ray imagesBioinformatics Published on 2021-05-272022-10-29 Journal: PeerJ Computer Science [Category] COVID-19, [키워드] Algorithm approach AUC Automatic automatically Bacterial Chest classification CNN collected COVID-19 COVID-19 case COVID-19 patient COVID-19 testing dataset deep Deep convolutional neural network detect detection diagnose Diagnosis diagnosis of COVID-19 Dice eight foraging IMPROVE Loss optimization pandemic Pneumonia reached transfer transfer learning X-ray images [DOI] 10.7717/peerj-cs.555 PMC 바로가기 [Article Type] Bioinformatics
Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learningResearch Published on 2021-05-252022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] Accuracy approach Automatic automatically caused change classification CNN conducted Convolutional neural network Coronavirus disease 2019 COVID-19 dataset deep learning demonstrated diagnose Diagnosis diagnosis of COVID-19 diagnostic Diagnostic method Disadvantages early diagnosis ECG effective electrocardiogram evaluate feature generate GLCM healthcare professionals Hexaxial mapping IMPROVE matrix Myocardial infarction negative network Neural pandemic Paper-based ECG provide Result reveal source code [DOI] 10.1186/s12911-021-01521-x PMC 바로가기 [Article Type] Research
Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learningResearch Published on 2021-05-252022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS, [키워드] Accuracy approach Automatic automatically caused change classification CNN conducted Convolutional neural network Coronavirus disease 2019 COVID-19 dataset deep learning demonstrated diagnose Diagnosis diagnosis of COVID-19 diagnostic Diagnostic method Disadvantages early diagnosis ECG effective electrocardiogram evaluate feature generate GLCM healthcare professionals Hexaxial mapping IMPROVE matrix Myocardial infarction negative network Neural pandemic Paper-based ECG provide Result reveal source code [DOI] 10.1186/s12911-021-01521-x PMC 바로가기 [Article Type] Research
Classification of COVID-19 electrocardiograms by using hexaxial feature mapping and deep learning6축 특징 매핑 및 딥 러닝을 사용한 코로나19 심전도 분류Research Published on 2021-05-252022-09-10 Journal: BMC Medical Informatics and Decision Making [Category] 치료기술, [키워드] Accuracy approach Automatic automatically caused change classification CNN conducted Convolutional neural network coronavirus disease Coronavirus disease 2019 COVID-19 dataset deep learning demonstrated diagnose Diagnosis diagnosis of COVID-19 diagnostic Diagnostic method Disadvantages early diagnosis ECG effective electrocardiogram evaluate experimental results feature generate GLCM Gray healthcare professionals Hexaxial mapping IMPROVE matrix Myocardial infarction negative network Neural pandemic Paper-based ECG provide Result reveal robustness source code source codes [DOI] 10.1186/s12911-021-01521-x PMC 바로가기 [Article Type] Research
Deep learning the structural determinants of protein biochemical properties by comparing structural ensembles with DiffNetsArticle Published on 2021-05-212022-10-04 Journal: Nature Communications [Category] 변종, [키워드] Algorithm assumption automatically binding biochemical change complex Computational biophysics Computational science deep Deep Learning Method determinant example feature Features geometric help identify increasingly isoforms Ligand perturbations predict Protein reduction stability Streamline Structure understanding variant variants [DOI] 10.1038/s41467-021-23246-1 PMC 바로가기 [Article Type] Article