Detection of COVID-19 from Chest X-ray Images Using Deep Convolutional Neural Networks심층 컨볼루션 신경망을 사용하여 흉부 X선 이미지에서 코로나19 감지Article Published on 2021-09-032022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] Accuracy addition advance approach artificial intelligence caused chest X-ray Chest X-ray images collected Convolutional neural networks COVID-19 COVID-19 patient dataset deep deep learning detect detection Diagnosis evaluated global pandemic greater Healthcare system Healthcare systems Image implementation limit Local network Neural overfitting Pneumonia respiratory Respiratory complications second was used were used X-ray [DOI] 10.3390/s21175940 PMC 바로가기 [Article Type] Article
Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation다중 수준 COVID 19 X선 이미지 분할을 위한 Cauchy 및 greedy Levy 돌연변이를 사용한 Ant 식민지 최적화Article Published on 2021-09-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 변종, 진단, [키워드] Ant colony Ant colony optimization applied boost COVID 19 COVID-19 develop Diagnosis diagnostic domains ENhance experiment filtered function greedy Host Image Image segmentation IMPROVE individual Local Meta-heuristic Mutation question Research Segmentation shown Swarm intelligence Swarm-intelligence. threshold variant X-ray [DOI] 10.1016/j.compbiomed.2021.104609 PMC 바로가기 [Article Type] Article
Prediction of COVID Criticality Score with Laboratory, Clinical and CT Images using Hybrid Regression Models하이브리드 회귀 모델을 사용하여 실험실, 임상 및 CT 이미지로 COVID Critical Score 예측Article Published on 2021-09-012022-09-11 Journal: Computer methods and programs in biomedicine [Category] SARS, 치료기술, [키워드] Analysis automated baseline carried Chest CT images classification clinical Clinical features Convolutional neural network convolutional neural network (CNN) Correlation analysis correlation coefficient COVID COVID Criticality score COVID patient Covid patients COVID-19 COVID-19 affected patient COVID-19 patient Critical CT scan Decision tree deep learning diagnosis of COVID-19 diagnostic faster feature Features help helping hotspot hybrid identify Image Laboratory Laboratory features Logistic regression analysis machine learning manifestation Manifestations Model outcome performed physician predict predicted prediction radiologist Radiologists Rapid reduced regions Regression regression models score severity stages statistical analysis the disease Treatment two group two groups Univariate logistic regression analysis [DOI] 10.1016/j.cmpb.2021.106336 PMC 바로가기 [Article Type] Article
Detection of SARS-CoV-2 on surfaces in food retailers in OntarioResearch Paper Published on 2021-08-312022-10-31 Journal: Current Research in Food Science [Category] COVID-19, [키워드] Abstract analyzed Canada chain collected COVID-19 COVID-19 pandemic detection Food retailers High-touch surfaces Image information Laboratory molecular potential transmission preventive measure Quantitative reaction risk RT-qPCR Sample SARS-CoV-2 survival tested transcriptase Transmission virus virus transmission zone [DOI] 10.1016/j.crfs.2021.08.009 PMC 바로가기 [Article Type] Research Paper
Practice, benefits, and impact of personal protective equipment (PPE) during COVID-19 pandemic: Envisioning the UN sustainable development goals (SDGs) through the lens of clean water sanitation, life below water, and life on land in FijiResearch Article Published on 2021-08-262022-10-28 Journal: Annals of Medicine and Surgery [Category] COVID-19, [키워드] Abstract affecting Care Contact contagious Contamination coronavirus disease COVID-19 COVID-19 crisis COVID-19 outbreak COVID-19 pandemic COVID-19 transmission Critical Effectiveness exacerbated face facemask Fiji health care workers health emergency highlight Image impacted India island limit management material measure Microplastic observation outbreak pandemic Personal protective equipment Personal protective equipment (PPE) Pollution PPE Practice quarantine reported required resource Result risk SDGs second wave Single-use-plastics treated widespread [DOI] 10.1016/j.amsu.2021.102763 PMC 바로가기 [Article Type] Research Article
A New Optimal Diagnosis System for Coronavirus (COVID-19) Diagnosis Based on Archimedes Optimization Algorithm on Chest X-Ray Images흉부 X선 영상의 아르키메데스 최적화 알고리즘을 기반으로 한 코로나바이러스(COVID-19) 진단에 대한 새로운 최적의 진단 시스템Research Article Published on 2021-08-212022-09-11 Journal: Computational Intelligence and Neuroscience [Category] MERS, SARS, 치료기술, [키워드] Accuracy affected Algorithm animals approach Archimede balance chest X-ray Chest X-ray images Cold coronavirus COVID-19 datasets decrease Diagnosis diagnostic disease feature Final help highest Human Image IMPROVE increasingly indicated infect Mild New New coronavirus optimization performed Pneumonia Precision reliability respiratory respiratory distress selected suggested System virus viruses [DOI] 10.1155/2021/7788491 PMC 바로가기 [Article Type] Research Article
Human models for COVID‐19 researchCOVID-19 연구를 위한 인간 모델Topical Review Published on 2021-08-172022-09-10 Journal: The Journal of Physiology [Category] MERS, SARS, 치료제, [키워드] airway antiviral drugs Biorender.com cilia component COVID‐19 COVID19 current determine differentitated disease Efficacy evaluate help Human human infection Image in vitro Infection Model overcome pathology Research respiratory SARS‐CoV‐2 severity the disease Therapeutics [DOI] 10.1113/JP281499 PMC 바로가기 [Article Type] Topical Review
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
Precise Segmentation of COVID-19 Infected Lung from CT Images Based on Adaptive First-Order Appearance Model with Morphological/Anatomical ConstraintsArticle Published on 2021-08-142022-10-29 Journal: Sensors (Basel, Switzerland) [Category] COVID-19, MERS, SARS, [키워드] addition Algorithm appearance approach approaches BHD bidirectional caused Chest Clustering component components Computed tomography computed tomography (CT) coronavirus disease COVID-19 determine Dice distribution dominant evaluated Final healthy lung tissue Image initial introduced joint linear combination lung lung tissue Model Morphological overlap patients random regions reported Segmentation similarity Volume was tested [DOI] 10.3390/s21165482 PMC 바로가기 [Article Type] Article
Association Between Public Opinion and Malaysian Government Communication Strategies About the COVID-19 Crisis: Content Analysis of Image Repair Strategies in Social MediaOriginal Paper Published on 2021-08-042022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, MERS, SARS, [키워드] Analysis analyzed assist association build collected communication content content analysis Control COVID-19 COVID-19 crisis crisis Facebook Good Government Health health communication health emergency help identify Image image repair implementation Intention Malaysian government media movement Neutral objective opinion pandemic positive Prevent Public public opinion reducing repair response Result retrieved sentiment shifting social media Strategy Support theory transcendence were measured [DOI] 10.2196/28074 PMC 바로가기 [Article Type] Original Paper