Radiologists versus Deep Convolutional Neural Networks: A Comparative Study for Diagnosing COVID-19방사선 전문의와 심층 컨볼루션 신경망: COVID-19 진단을 위한 비교 연구Comparative Study Published on 2021-05-102022-09-12 Journal: Computational and Mathematical Methods in Medicine [Category] SARS, 진단, [키워드] Accuracy affecting Chest computed tomography Chest CT images Comparative coronavirus COVID-19 Cyprus dataset deep deep learning diagnose diagnosing diagnosis of SARS-CoV-2 East false negative results Lungs Neural Patient patients polymerase chain positive Precision radiologist Radiologists required RT-PCR sensitivity specificity tested Thoracic transcriptase used to evaluate was obtained [DOI] 10.1155/2021/5527271 PMC 바로가기 [Article Type] Comparative Study
A Novel Computational Model for Detecting the Severity of Inflammation in Confirmed COVID-19 Patients Using Chest X-ray ImagesArticle Published on 2021-05-102022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] abnormal change Abnormalities Accuracy acute respiratory distress affected ARD auto-detection Chest X-ray images Confirmed contagious COVID-19 COVID-19 cases defined detect determine diagnosed with COVID-19 disease disease severity FIVE healthy identify Image Infection Lung infection Medical imaging Model novel Patient predict Radiologists recognize SARS-CoV-2 severity Spread the disease tissue Variation virus X-ray [DOI] 10.3390/diagnostics11050855 PMC 바로가기 [Article Type] Article
COVID-Classifier: an automated machine learning model to assist in the diagnosis of COVID-19 infection in chest X-ray imagesCOVID-Classifier: 흉부 X선 영상에서 COVID-19 감염 진단을 지원하는 자동화된 기계 학습 모델Article Published on 2021-05-102022-09-01 Journal: Scientific Reports [Category] SARS, 진단, 치료기술, [키워드] assist automated build can be used caused Chest X-ray image Classifier conjunction COVID-19 COVID-19 case COVID-19 cases COVID-19 patient COVID-19 patients CXR dataset diagnosis of COVID-19 differential diagnosis feature form generate high accuracy hospital resource hospital resources Infection Mathematics and computing Medical research non-COVID-19 case non-COVID-19 cases non-COVID-19 patient Non-COVID-19 patients Pneumonia radiologist Radiologists reduction sensitivity similarity [DOI] 10.1038/s41598-021-88807-2 PMC 바로가기 [Article Type] Article
Deep learning for diagnosis of COVID-19 using 3D CT scans3D CT 스캔을 이용한 코로나19 진단을 위한 딥러닝Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] Coronavirus, SARS, 치료기술, [키워드] approach artificial intelligence assist AUC value caused Convolutional neural networks coronavirus COVID-19 COVID-19 infection CT image CT scan CT scans death deep deep learning diagnose diagnosing diagnosis of COVID-19 fusion Fusion. hospitals Isolating lung Lungs predict provide radiologist Radiologists Spread virus Volume Wuhan Wuhan, China [DOI] 10.1016/j.compbiomed.2021.104306 PMC 바로가기 [Article Type] Article
Clinical evaluation of SARS-CoV-2 lung HRCT and RT-PCR Techniques: Towards risk factor based diagnosis of infectious diseasesResearch Article Published on 2021-04-302022-10-31 Journal: Computational and Structural Biotechnology Journal [Category] COVID-19, [키워드] Abstract age Analysis applied can be used clinical complementary Coronaviruses COVID-19 decrease demonstrated Diagnosis diagnostics example feature Gender HRCT Image analysis increase in Infection Infectious disease intensity Interpretation lung lung damage Lung infection Lungs methodology Patient patients PCR Pneumonia quantification radiological feature Radiologists reveal Risk assessment risk factor RT-PCR SARS-CoV-2 severity severity of COVID-19 suspected patient Symptoms the disease the SARS-CoV-2 Treatment Vaccine development [DOI] 10.1016/j.csbj.2021.04.058 PMC 바로가기 [Article Type] Research Article
Deep Convolutional Neural Network–Based Computer-Aided Detection System for COVID-19 Using Multiple Lung Scans: Design and Implementation Study다중 폐 스캔을 사용한 COVID-19에 대한 심층 컨볼루션 신경망 기반 컴퓨터 지원 탐지 시스템: 설계 및 구현 연구Original Paper Published on 2021-04-262022-09-10 Journal: Journal of Medical Internet Research [Category] MERS, SARS, 진단, 치료기술, [키워드] accelerate Accuracy adopted Algorithm alteration artificial intelligence assigned CAD Care categorization changed classification Classifier Computed tomography computed tomography scan Computed tomography scans computer-aided detection Convolutional neural network coronavirus COVID-19 COVID-19 case COVID-19 pandemic data set deep deep learning detect detection Detection sensitivity Diagnostic method disease detection early stage early stages evaluated Exhaustion Health Health care Health care system health care systems Health Organization help hospital identify Local lung machine machine learning machine vision Model Multiple Neural objective pandemic Patient patients with COVID-19 Prevent radiologist Radiologists resources Result specificity System the disease training data was used World Health Organization [DOI] 10.2196/27468 PMC 바로가기 [Article Type] Original Paper
RANDGAN: Randomized generative adversarial network for detection of COVID-19 in chest X-rayRANDGAN: 흉부 X선에서 COVID-19를 탐지하기 위한 무작위 생성 적대 네트워크Article Published on 2021-04-212022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] Anomaly Automation Bacterial bacterial pneumonia Chain Reaction Chest chest X-ray chest X-rays classification Computer science Convolutional neural networks COVID-19 COVID-19 case COVID-19 cases COVID-19 testing COVIDx dataset datasets deep learning detect diagnose Diagnostic markers early stage early stages generative adversarial network generative adversarial networks globe Health care Health care system health care systems Healthcare system Healthcare systems lack lung Lungs machine learning normal pandemic Patient Pneumonia polymerase chain polymerase chain reaction radiologist Radiologists Randomized region of interest resource ROC Curve Segmentation shown Spread training data transfer Viral Viral pneumonia [DOI] 10.1038/s41598-021-87994-2 PMC 바로가기 [Article Type] Article
COVID-19 clinico-radiological mismatch: a proposal for a novel combined morphologic/volumetric CT severity score with blinded validationResearch Published on 2021-04-152022-10-31 Journal: The Egyptian Journal of Radiology and Nuclear Medicine [Category] COVID-19, [키워드] absence Accuracy addition Analysis analyzed blinded Clinical severity clinically Comorbidity complications conducted Confusion Consensus COVID-19 COVID-19 patient COVID-19 patients CT measurement CTSI eight fibrosis HRCT initial Mild Morphologic morphologic feature Morphological outcome oxygen saturation Patient performed Quantitative quantitative assessment radiological radiologist Radiologists reached Result sensitivity severity specificity symptomatic therapeutic validation Vascular volumetric [DOI] 10.1186/s43055-021-00486-1 PMC 바로가기 [Article Type] Research
Validation of imaging reporting and data system of coronavirus disease 2019 lexicons CO-RADS and COVID-RADS with radiologists’ preference: a multicentric studyResearch Published on 2021-04-152022-10-31 Journal: The Egyptian Journal of Radiology and Nuclear Medicine [Category] COVID-19, [키워드] Accuracy applicability blinded Clinical diagnosis clinical suspicion coronavirus disease COVID-19 CT chest diagnostic Efficacy favor negative RT-PCR Pandemics Pneumonia positive Radiologists Result retrospective RT-PCR statistically significant tomography validation Viral X-ray computed [DOI] 10.1186/s43055-021-00485-2 PMC 바로가기 [Article Type] Research
The Diagnostic Yield of the Multidisciplinary Discussion in Patients With COVID-19 PneumoniaMedicine Published on 2021-04-012022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] Accuracy affected approach calculated clinician Combination COVID-19 COVID-19 pneumonia COVID-19-related death diagnose Diagnosis diagnostic confidence diagnostic yield Effectiveness estimating equations evaluate Final gold standard highest Hypothesis IMPROVE Interaction lung Lung disease management modify multidisciplinary approach parenchymal pathologist Patient patients with COVID-19 Pneumonia Probability Radiologists SARS-CoV-2 Severe COVID-19 pneumonia significantly significantly more was obtained yield [DOI] 10.3389/fmed.2021.637872 PMC 바로가기 [Article Type] Medicine