Multi-COVID-Net: Multi-objective optimized network for COVID-19 diagnosis from chest X-ray imagesResearch article Published on 2022-01-012022-10-05 Journal: Applied Soft Computing [Category] 변종, [키워드] automated automatically Care Chest radiography chest X-ray Chest X-ray image Chest X-ray images CNN COVID-19 COVID-19 diagnosis COVID-19 testing CXR datasets deep deep learning efficient evaluate Grasshopper growth Health healthcare service Hospitalized imperative individual individuals information limit MOGOA Multi-objective optimization occurrence of COVID-19 optimization Patient Pneumonia provide researcher Spread stages tested the disease to define Treatment [DOI] 10.1016/j.asoc.2021.108250 [Article Type] Research article
COVID-19: Impact on radiology departments and implications for future service design, service delivery, and radiology educationCOVID-19 : 방사선과에 미치는 영향 및 향후 서비스 설계, 서비스 제공 및 방사선 교육에 대한 영향Review Published on 2021-11-012022-09-10 Journal: The British Journal of Radiology [Category] 치료기술, [키워드] caused Chest radiography clinical care consequence continuity country COVID-19 distress early diagnosis early response effective Healthcare systems Hospital-acquired infection Impact impacted implementation implication Infection intensive care mitigate pandemic Patient radiological radiologist radiology radiology departments respiratory distress Respiratory distress syndrome SARS-CoV-2 service social distancing syndrome the disease thrombosis Triage Venous thrombosis [DOI] 10.1259/bjr.20210632 PMC 바로가기 [Article Type] Review
COVID-19: Impact on radiology departments and implications for future service design, service delivery, and radiology educationReview Published on 2021-11-012022-10-27 Journal: The British Journal of Radiology [Category] COVID-19, [키워드] caused Chest radiography clinical care consequence country COVID-19 distress early diagnosis early response effective Healthcare systems Impact impacted implementation implication Infection intensive care mitigate pandemic Patient radiological radiologist radiology SARS-CoV-2 social distancing syndrome the disease Venous thrombosis [DOI] 10.1259/bjr.20210632 PMC 바로가기 [Article Type] Review
COVID-19: Impact on radiology departments and implications for future service design, service delivery, and radiology educationReview Published on 2021-11-012022-10-27 Journal: The British Journal of Radiology [Category] Coronavirus, COVID-19, MERS, SARS, [키워드] caused Chest radiography clinical care consequence country COVID-19 distress early diagnosis early response effective Healthcare systems Impact impacted implementation implication Infection intensive care mitigate pandemic Patient radiological radiologist radiology SARS-CoV-2 social distancing syndrome the disease Venous thrombosis [DOI] 10.1259/bjr.20210632 PMC 바로가기 [Article Type] Review
Chest X-Ray Findings in COVID-19 Patients Presenting to Primary Care during the Peak of the First Wave of the Pandemic in Qatar: Their Association with Clinical and Laboratory FindingsResearch Article Published on 2021-10-272022-10-29 Journal: Pulmonary Medicine [Category] COVID-19, MERS, [키워드] age Asian association C-reactive protein calculated cardiac disease Care Chest radiography chest X-ray Chronic kidney disease clinical clinical evaluation complement conducted coronavirus disease COVID-19 cross-sectional diabetes diagnosing diarrhoea enrolled Fever finding gold standard Health hepatic enzymes higher risk hypertension increase in Laboratory laboratory finding Laboratory parameters lung multicentre neutrophil count obesity pandemic Patient patients peak pleural effusion positive positive result Radiographic radiological risk sensitivity serum serum albumin severity statistically significant Swab test the mean the patient total bilirubin Wave White blood cell [DOI] 10.1155/2021/4496488 PMC 바로가기 [Article Type] Research Article
Spontaneous pneumomediastinum incidence and clinical features in non-intubated patients with COVID-19삽관을 하지 않은 COVID-19 환자의 자발성 종격동 발생률 및 임상적 특징Original Article Published on 2021-09-062022-09-10 Journal: Clinics [Category] SARS, 치료기술, [키워드] age Asthma cause Characteristics Chest radiography chronic chronic obstructive pulmonary disease clinical feature clinical variables Comorbidity Computed tomography COVID-19 COVID-19 symptoms demographic data diagnosed disease course emergency department evaluate evaluated examined Frequency had no hospital incidence increase in intubation Laboratory low-dose mechanical ventilation non-intubated patient non-intubated patients Obstructive obstructive pulmonary disease Patient patients with COVID-19 Penumomediastinum Pneumomediastinum Pneumothorax posteroanterior pulmonary disease reported Research Seven Spontaneous Symptoms the disease Thoracic Surgery Thorax with COVID-19 [DOI] 10.6061/clinics/2021/e2959 PMC 바로가기 [Article Type] Original Article
Deep learning for distinguishing normal versus abnormal chest radiographs and generalization to two unseen diseases tuberculosis and COVID-19정상 대 비정상적인 흉부 방사선 사진을 구별하기위한 딥 러닝 및 보이지 않는 질환 결핵 및 Covid-19에 대한 일반화Multicenter Study Published on 2021-09-012022-09-01 Journal: Scientific Reports [Category] 진단, 치료기술, [키워드] abnormality artificial intelligence Chest Chest radiography China collected Computer science conditions coronavirus disease Coronavirus disease 2019 COVID-19 CXR dataset datasets deep detect disease Diseases evaluated facilitate focus Generalizability hospital imaging modality India International management Medical imaging Patient patient population reduced The United States Thoracic Tuberculosis United States [DOI] 10.1038/s41598-021-93967-2 PMC 바로가기 [Article Type] Multicenter Study
On the Use of Deep Learning for Imaging-Based COVID-19 Detection Using Chest X-rays흉부 X선을 이용한 영상 기반 COVID-19 탐지를 위한 딥 러닝 활용에 대하여Article Published on 2021-08-242022-09-10 Journal: Sensors (Basel, Switzerland) [Category] MERS, SARS, 치료기술, [키워드] Accuracy approach Chest radiography chest X-ray Chest X-ray image Chest X-ray images CNN Convolutional neural network COVID-19 COVID-19 cases COVID-19 pandemic dataset deep deep learning demonstrated detection diagnosis of COVID-19 Diagnostic method evaluated examined hand healthy individuals highest image classification imaging modality imperative individual individuals with COVID-19 infected individual infected individuals learning Medical imaging modify offer Pneumonia Radiography resources solution Viral Viral pneumonia [DOI] 10.3390/s21175702 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
Automated detection of Covid-19 disease using deep fused features from chest radiography imagesResearch article Published on 2021-08-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy approach Automatic medical diagnosis Bi-LSTM binary classification caused chain Chest radiography Classifier costly country COVID-19 death deep deep learning detect develop disease experiments faster feature first stage forest fused Gradient health system healthy high accuracy hospital pandemic performed Pneumonia reaction RGB separated were used X-ray [DOI] 10.1016/j.bspc.2021.102862 [Article Type] Research article