Uncertainty-aware convolutional neural network for COVID-19 X-ray images classificationResearch article Published on 2022-01-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] Analysis applied approach automated binary classification calculated chest X-ray Chest X-ray images confidence COVID-19 COVID-19 automatic screening uncertainty estimation Monte Carlo dropout pre-trained EfficientNet CNN Chest X-ray images COVID-19 case COVID-19 disease CXR dataset datasets deep develop diagnosing distribution evaluated expressing Image inherent interval Kaggle pandemic Predictive SARS-CoV-2 sensitivity shown the mean X-ray [DOI] 10.1016/j.compbiomed.2021.105047 [Article Type] Research article
Small fiber neuropathy in the cornea of Covid-19 patients associated with the generation of ocular surface diseaseObservational Study Published on 2022-01-012022-10-05 Journal: The Ocular Surface [Category] SARS, 임상, [키워드] alteration association asymptomatic patients Cell confocal microscopy control group Corneal Corneal neuropathy COVID-19 COVID-19 infection dendritic cells Diabetic disease Dry Dry eye Dry eye disease examined eye fiber healthy subject Image in vivo In vivo confocal microscopy. index Infection Morphological ocular Ocular surface overcome pathology Patient patients positive questionnaire recruited reported Retrospective study small fiber structures subject surface Symptoms tissue tissue damage uninfected Volunteer were used [DOI] 10.1016/j.jtos.2021.10.010 PMC 바로가기 [Article Type] Observational Study
Medical image processing and COVID-19: A literature review and bibliometric analysis의료 영상 처리와 코로나19: 문헌 검토 및 서지 분석Review Published on 2022-01-012022-09-11 Journal: Journal of infection and public health [Category] SARS, 치료기술, [키워드] Accuracy adopted Analysis applied artificial intelligence categorization COVID-19 COVID-19 crisis COVID-19 disease crisis database deep deep learning description Diagnosis Diseases Early detection evaluated evaluation metrics help Image Image processing lack literature review machine machine learning Medical image. Medical imaging medical system mind outcome outlined Research retrieved systematic review Treatment [DOI] 10.1016/j.jiph.2021.11.013 PMC 바로가기 [Article Type] Review
Fully automatic deep convolutional approaches for the analysis of COVID-19 using chest X-ray imagesResearch article Published on 2022-01-012022-10-05 Journal: Applied Soft Computing [Category] 바이오마커, 치료기술, [키워드] Accuracy acute respiratory syndrome Analysis approach approaches caused chest X-ray Chest X-ray image clinician Complication computer-aided diagnosis coronavirus COVID-19 Critical dataset deep learning Diagnosis disease early treatment evaluated experiment global pandemic healthy helping Image Infectious disease initial Italian lung Lung diseases North America pandemic pathology patients performed Pneumonia Prevent Pulmonary disease detection radiology SARS-CoV-2 similarity Society Stage World Health Organization X-ray X-ray imaging [DOI] 10.1016/j.asoc.2021.108190 [Article Type] Research article
Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray imagesShort communication Published on 2022-01-012022-10-05 Journal: Pattern Recognition Letters [Category] 치료기술, [키워드] Algorithm application applied Area assist automated automatically can be used Chest chests COVID-19 COVID-19 disease COVID-19 pandemic COVID19 Curve CycleGAN database deep learning detect disease ENhance error Extensive GAN Generalizability globe Image inception indicated Lung pathology Lungs MONITOR pathology polymerase chain radiological Radiological image processing Research RT-PCR SSA Standard Symptom tested the disease time-consuming training dataset transfer transfer learning virus Volume X-ray yielding [DOI] 10.1016/j.patrec.2021.11.020 [Article Type] Short communication
Deep Ensemble Model for COVID-19 Diagnosis and Classification Using Chest CT ImagesArticle Published on 2021-12-292022-10-28 Journal: Biology [Category] COVID-19, [키워드] addition Algorithm Analysis applied approaches automated Chest Chest CT scans classification Clinical findings Computed tomography coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 diagnosis CT scans deep deep learning detect diagnose diagnostic Effectiveness ensemble models Health Image IMPROVE machine learning Medical imaging memory Metaheuristics Model parameter regions reported resource RT-PCR test simple Spread Support tomography worldwide pandemic [DOI] 10.3390/biology11010043 PMC 바로가기 [Article Type] Article
Aerosol release, distribution, and prevention during aerosol therapy: a simulated model for infection control에어로졸 방출, 분포 및 예방 중에 에어로졸 요법 : 감염 제어를위한 시뮬레이션 된 모델Research Article Published on 2021-12-282022-08-31 Journal: Drug Delivery [Category] COVID19(2023년), SARS, 치료제, [키워드] addition aerosol aerosol therapy aerosol visualization Aerosols airway airways bacterial filter bystander Caregivers clinically Combination Concentration conditions COVID-19 dispersion distance distribution examined exposure to fugitive emissions healthcare worker Image infection control Laser optical Particles Patient reduce reducing respiratory Schlieren imaging significantly subsequent supplemental air therapy treat Treatment vibrating mesh nebulizer Viral viral infections was used were assessed were measured [DOI] 10.1080/10717544.2021.2015482 PMC 바로가기 [Article Type] Research Article
A Rapid Artificial Intelligence-Based Computer-Aided Diagnosis System for COVID-19 Classification from CT ImagesResearch Article Published on 2021-12-272022-10-28 Journal: Behavioural Neurology [Category] COVID-19, MERS, SARS, [키워드] Accuracy Activation Algorithm Algorithms approach artificial classification computation Computed tomography conducted COVID-19 COVID-19 case CT scan database dataset deep learning descending Diagnosis diagnosis of COVID-19 Effectiveness feature fusing High-resolution Image include increase in performed Pneumonia polymerase chain Radiologists Rapid reported selected susceptible System this system [DOI] 10.1155/2021/2560388 PMC 바로가기 [Article Type] Research Article
COVID-Net CXR-S: Deep Convolutional Neural Network for Severity Assessment of COVID-19 Cases from Chest X-ray ImagesArticle Published on 2021-12-232022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] assessment caused Chest chest X-ray clinical decision clinician clinics Cohort computer vision conducted COVID-19 COVID-19 pandemic COVID-19 positive patients Critical CXR dataset deep Deep neural networks develop Experimental result Factor handling healthcare helping hospitals Image Infection Interpretation knowledge medical condition network Neural pandemic Patient patients with SARS-CoV-2 positive powerful tool radiologist researchers resources SARS-CoV-2 SARS-COV-2 infection severity Severity assessment significantly increased Spread Support the SARS-CoV-2 virus transfer while X-ray [DOI] 10.3390/diagnostics12010025 PMC 바로가기 [Article Type] Article
Impact of Service Quality of Low-Cost Carriers on Airline Image and Consumers’ Satisfaction and Loyalty during the COVID-19 OutbreakArticle Published on 2021-12-222022-10-29 Journal: International Journal of Environmental Research an [Category] Coronavirus, SARS, [키워드] Airline attribute brand image carrier Characteristics COVID-19 customer loyalty customer satisfaction domain Image Impact International low-cost carriers Loyalty Measures predicted Quality reliability Result Satisfaction Saudi Arabia service service quality SERVQUAL unique [DOI] 10.3390/ijerph19010083 PMC 바로가기 [Article Type] Article