Comparative assessment of methods for short-term forecasts of COVID-19 hospital admissions in England at the local levelResearch Article Published on 2022-02-212022-10-28 Journal: BMC Medicine [Category] COVID-19, COVID19(2023년), MERS, SARS, [키워드] Accuracy Admission Admissions baseline Care changed Comparative computation confirmed COVID-19 case Convolution COVID-19 COVID-19 pandemic COVID-19 patient distribution England Ensemble Epidemic facilitate Forecasting healthcare Healthcare demand hospital Hospital admission IMPROVE Infectious disease instance Linear regression model Local majority National Health Service NHS outbreak pandemic Predictive produced real-time resource resources Result robust scaled supplementary material trajectory Trust [DOI] 10.1186/s12916-022-02271-x PMC 바로가기 [Article Type] Research Article
Deep learning approach based on superpixel segmentation assisted labeling for automatic pressure ulcer diagnosis자동 압력 궤양 진단을위한 슈퍼 픽셀 세분화 보조 라벨링에 기반한 딥 러닝 접근Research Article Published on 2022-02-172022-09-10 Journal: PLoS ONE [Category] COVID19(2023년), MERS, SARS, 치료기술, [키워드] Accuracy Algorithm Algorithms applied approach Automatic best Care Clinical data Convolution COVID-19 pandemic dataset datasets deep deep learning detect Diagnosis difficulty disease domain exacerbated excluded feature FIVE healing Injury labeling Mask Medical care MONITOR Precision pressure ulcer pressure ulcers recall skin surgical tissue Traditional ulcer various tissue various tissues wound wound healing [DOI] 10.1371/journal.pone.0264139 PMC 바로가기 [Article Type] Research Article
Contactless Measurement of Vital Signs Using Thermal and RGB Cameras: A Study of COVID 19-Related Health Monitoring열화상 및 RGB 카메라를 사용한 비접촉 생체 신호 측정: COVID 19 관련 건강 모니터링 연구Article Published on 2022-01-142022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] applied body temperature body temperature (BT) breaths CNN Convolution COVID distance experiment experiments face detection Face mask Face masks facial healthy subject heart rate heart rate (HR) Image processing measurement monitoring participated Region respiration rate respiration rate (RR) RGB ROIs SIGN signal processing thermal variety Vital vital sign vital signs [DOI] 10.3390/s22020627 PMC 바로가기 [Article Type] Article
CovXmlc: High performance COVID-19 detection on X-ray images using Multi-Model classificationResearch article Published on 2022-01-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy added Basis function Chest X-ray images Convolution Convolutional neural network coronavirus COVID COVID-19 Critical dataset deep learning detect diagnose effective feature FIVE Health Metrics outbreak parameter Patient positive Precision Radial reached recall researcher RT-PCR SARS CoV-2 significantly higher support vector machine SVM synchronization time-consuming undergo X-ray [DOI] 10.1016/j.bspc.2021.103272 [Article Type] Research article
FMD-Yolo: An efficient face mask detection method for COVID-19 prevention and control in publicResearch article Published on 2022-01-012022-10-05 Journal: Image and Vision Computing [Category] 치료기술, [키워드] Accuracy adopted aggregation Algorithms applied Convolution Coronavirus disease 2019 COVID-19 database datasets detection efficiency disease effective eight Epidemic Face mask face mask detection Feature extraction and fusion Hierarchical IMPROVE Improved YoloV3 algorithm information Mask matrix mechanism MONITOR NMS performed Precision virus transmission [DOI] 10.1016/j.imavis.2021.104341 [Article Type] Research article
Computer-aided COVID-19 diagnosis and a comparison of deep learners using augmented CXRs컴퓨터 지원 COVID-19 진단 및 증강 CXR을 사용한 심층 학습기의 비교Article Published on 2022-01-012022-09-11 Journal: Journal of X-ray science and technology [Category] SARS, 치료기술, [키워드] Accuracy augmentation CAD caused characteristic chest X-rays Chest X-Rays (CXRs) classification CNN computer-aided diagnosis (CAD) contagious Convolution convolution neural network (CNN) coronavirus coronavirus disease Coronavirus disease 2019 COVID COVID-19 COVID-19 diagnosis CXR datasets death develop Diagnosis diagnosis of COVID-19 dry cough Early detection early diagnosis evaluated experiment False negative false-negative False-positive fatigue feature Fever Final help IMPROVE injection Long long short-term memory network (LSTM) manifested Medical imaging memory mortality rate network Neural positive rate producing Radiographic receiver operating characteristic Recurrent Recurrent Neural Network reduce respiratory tract infection ROC sensitivity Short-Term Memory specificity Symptom the disease TPR trained model variety [DOI] 10.3233/XST-211047 PMC 바로가기 [Article Type] Article
D2-CovidNet: A Deep Learning Model for COVID-19 Detection in Chest X-Ray ImagesD2-CovidNet: 흉부 X선 이미지에서 COVID-19 감지를 위한 딥 러닝 모델Research Article Published on 2021-12-152022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy assist chest X-ray Chest X-ray images computation Convolution Convolutional neural network coronavirus disease Coronavirus disease 2019 Coronavirus pneumonia COVID-19 data sets deep detection diagnose diagnosing effectively controlled help Image IMPROVE information learning Model network network model Novel coronavirus novel coronavirus pneumonia outbreak parameter Pneumonia Precision researcher sensitivity specificity tested [DOI] 10.1155/2021/9952109 PMC 바로가기 [Article Type] Research Article
Fusion of multi-scale bag of deep visual words features of chest X-ray images to detect COVID-19 infectionCovid-19 감염을 감지하기위한 흉부 X- 레이 이미지의 깊은 시각 단어 특징의 다중 규모 백 융합Article Published on 2021-12-132022-09-01 Journal: Scientific Reports [Category] 진단, 치료기술, [키워드] Accuracy Algorithm capture CD1 CD2 CD3 CD4 chest X-ray Chest X-ray image Computational biology and bioinformatics Convolution COVID-19 disease COVID-19 infection CXR dataset deep deep learning detect Diagnosis evaluate Experimental result experimental results feature Features fusion information Lungs Medical research Region shown support vector machine SVM the lungs a X-ray [DOI] 10.1038/s41598-021-03287-8 PMC 바로가기 [Article Type] Article
Research on Recognition of Faces with Masks Based on Improved Neural Network향상된 신경망 기반 마스크로 얼굴 인식에 관한 연구Research Article Published on 2021-11-182022-09-10 Journal: Journal of Healthcare Engineering [Category] MERS, 치료기술, 치료제, [키워드] Accuracy Algorithm Convolution crown face feasible finding IMPROVE Improved Mask Masks network Neural present Prevent problem Recognition recognize Spread virus wearing mask YOLO [DOI] 10.1155/2021/5169292 PMC 바로가기 [Article Type] Research Article
Deep Learning-Based Methods for Sentiment Analysis on Nepali COVID-19-Related TweetsResearch Article Published on 2021-11-012022-10-31 Journal: Computational Intelligence and Neuroscience [Category] Coronavirus, MERS, SARS, [키워드] Analysis can be used Characteristics claimed CNN CNNs collected Convolution COVID-19 dataset deep Features help Infection Last media mental illness Nepal Nepali language Neutral pandemic physical platform positive robust second virus [DOI] 10.1155/2021/2158184 PMC 바로가기 [Article Type] Research Article