Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT imagesResearch article Published on 2021-11-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] 3D V-Net adopted analyzed approach assist AUC automatic detection Chest CT Chest CT image Chest CT images Clinical use community-acquired pneumonia COVID-19 COVID-19 diagnosis COVID-19 infection deep learning deformation demonstrated detect develop diagnosis of COVID-19 Dice Experimental result feature Features healthy control independent Infection knowledge lung Lung infection operators pulmonary parenchyma Pulmonary parenchyma segmentation radiologist Region sensitivity similarity specificity statistical model statistically significant with COVID-19 [DOI] 10.1016/j.patcog.2021.108071 [Article Type] Research article
MFBCNNC: Momentum factor biogeography convolutional neural network for COVID-19 detection via chest X-ray imagesResearch article Published on 2021-11-012022-10-05 Journal: Knowledge-Based Systems [Category] 변종, 치료기술, [키워드] Accuracy addition Algorithm approach automatically Biogeography-based optimization Chest X-ray image conditions Convolutional neural network Coronavirus disease 2019 COVID-19 deaths deep learning detection detection system diagnosed ENhance Experimental result IMPROVE Migration momentum normal performed Pneumonia problems Research the epidemic [DOI] 10.1016/j.knosys.2021.107494 [Article Type] Research article
Deep Learning Based Early Detection Framework for Preliminary Diagnosis of COVID-19 via Onboard Smartphone Sensors온보드 스마트폰 센서를 통한 COVID-19 사전 진단을 위한 딥 러닝 기반 조기 감지 프레임워크Article Published on 2021-10-152022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy acid adverse impact affected approach artificial intelligence Blood blood test carriers Chest CT clinical analysis computer computer tomography contagious coronavirus coronavirus disease country COVID-19 COVID-19 pandemic COVID-19 prediction deep deep learning detect detection diagnosis of COVID-19 domain Early detection Experimental result experimental results feature framework gold gold standard healthcare Healthcare system Healthcare systems hospital in-person visit learning limit NAAT pandemic positive prediction framework Preliminary Diagnosis Prevent provide reduce robust sensor simple Smartphone smartphone sensors Spread temperature the patient treated variety [DOI] 10.3390/s21206853 PMC 바로가기 [Article Type] Article
A smart mask for active defense against airborne pathogensArticle Published on 2021-10-072022-10-29 Journal: Scientific Reports [Category] Coronavirus, MERS, SARS, [키워드] activate activated common COVID-19 virus Defense Effectiveness Electrical and electronic engineering environmental factors Experimental result face increase Lifestyle modification limitation Local Mask Masks mitigate N95 masks nasal Particle pathogen Pathogens Quality of life receive reduce reducing reuse significantly Spread surgical [DOI] 10.1038/s41598-021-99150-x PMC 바로가기 [Article Type] Article
COVID-19 Pandemic Outbreak in the Subcontinent: A Data Driven AnalysisArticle Published on 2021-09-072022-10-30 Journal: Journal of Personalized Medicine [Category] COVID-19, [키워드] acute respiratory syndrome affected Analysis antagonistic Bayesian cause China Community contagious coronavirus COVID-19 COVID-19 pandemic Critical disease effective epidemiological data example Experimental result greater growth Human India indicate Infection likelihood modelling infectious disease New coronavirus Numerous observé predict Prevent produced Reproduction number reproduction numbers Research Responding SARS-CoV-2 severity of COVID-19 Spread spread of COVID-19 susceptible virus Wuhan [DOI] 10.3390/jpm11090889 PMC 바로가기 [Article Type] Article
Monocular Pedestrian 3D Localization for Social Distance MonitoringArticle Published on 2021-09-022022-10-29 Journal: Sensors (Basel, Switzerland) [Category] Coronavirus, SARS, [키워드] approach assumption calculated can be used Coordinate datasets dimensions distance evaluated Experimental result generate introduced less LiDAR point clouds Localization monitoring Monocular monocular camera Pedestrian performed protocol protocols social distance monitoring social distancing spread of COVID-19 terrestrial three-dimensional localization WHO World Health Organization [DOI] 10.3390/s21175908 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
Transfer Learning for the Detection and Diagnosis of Types of Pneumonia including Pneumonia Induced by COVID-19 from Chest X-ray ImagesArticle Published on 2021-08-162022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy approach Asymptomatic caused Chest X-ray image computation COVID-19 COVID-19 viral pneumonia death rate Deep transfer learning detect detection diagnose Diagnosis early diagnosis effective Experimental result faster healthcare Image induced learning Pneumonia reduce Spread the disease transfer Type X-ray X-ray image [DOI] 10.3390/diagnostics11081480 PMC 바로가기 [Article Type] Article
A bagging dynamic deep learning network for diagnosing COVID-19COVID-19 진단을위한 포장 동적 딥 러닝 네트워크Article Published on 2021-08-112022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] Accuracy Algorithm automatically best block Chest radiography Classifier clinician Computational science Convolution COVID-19 deep learning diagnosing Diagnosis diagnostic Diseases effective Evidence Experimental result experimental results Features open provide recognizing Symptom Treatment worldwide pandemic X-ray [DOI] 10.1038/s41598-021-95537-y PMC 바로가기 [Article Type] Article
Efficient machine learning model for predicting drug-target interactions with case study for Covid-19COVID-19에 대한 사례 연구와 약물-표적 상호 작용을 예측하기위한 효율적인 기계 학습 모델Article Published on 2021-08-012022-08-31 Journal: Computational biology and chemistry [Category] MERS, SARS, 신약개발, 치료기술, 치료제, [키워드] Accuracy ACE2 protein affected Algorithm amino-acid amino-acid sequence applied can be used case study chemical properties computational method Corona virus Corona viruses COVID-19 COVID-19 infection cross dataset datasets Deep-learning develop drug drug treatment drug treatments drug-target interaction Drug-target interactions DrugBank drugs Effect effective efficient Ensemble learning experiment Experimental result experimental results f-score feature Infection input Interaction interactions labor labor-intensive Laboratory LINE machine machine learning performed physical physical and chemical properties predict predicted prediction Protein protein sequence protein sequences Proteins Structure structures System target time-consuming viruses [DOI] 10.1016/j.compbiolchem.2021.107536 PMC 바로가기 [Article Type] Article