Experiences of diagnostic radiographers through the Covid-19 pandemicResearch article Published on 2022-02-012022-10-05 Journal: Radiography (London, England : 1995) [Category] COVID19(2023년), SARS, 진단, [키워드] analysed Care clinically contracting the virus COVID-19 Diagnosis diagnostic experience FIVE Health healthcare highlight increase in Interprofessional working lack management mechanisms pandemic Patient Personal protective equipment PPE professional identity professionals Radiography required Research researcher Resilience Result Support [DOI] 10.1016/j.radi.2021.10.016 [Article Type] Research article
Transitioning into the workforce during the COVID-19 pandemic: Understanding the experiences of student diagnostic radiographersResearch article Published on 2022-02-012022-10-05 Journal: Radiography (London, England : 1995) [Category] COVID19(2023년), SARS, 진단, [키워드] Anxiety Care changes in coded COVID-19 COVID-19 pandemic demonstrated diagnostic Diagnostic radiographers Early career education eligible employment expressed Final healthcare service help highlight identity Impact implication interview National NHS outcome pandemic participant Practitioner practitioners Radiography recruited Resilience response Result shifting structures Support supported transcribed understanding university [DOI] 10.1016/j.radi.2021.09.005 [Article Type] Research article
Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest RadiographyDigital Health Published on 2022-01-172022-10-31 Journal: Frontiers in Digital Health [Category] COVID-19, [키워드] Accuracy Additive applied approach Chest chest X-ray Chest X-ray image classification coronavirus COVID-19 defined Diagnosis explainable models explanation extraction feature Features forest lung machine learning Non-COVID-19 Pneumonia Radiographic Radiography radiological radiological findings Radiomics random recursive feature elimination reverse transcription-PCR RT-PCR sensitivity SHAP x-rays zone [DOI] 10.3389/fdgth.2021.662343 PMC 바로가기 [Article Type] Digital Health
An automated COVID-19 triage pipeline using artificial intelligence based on chest radiographs and clinical dataArticle Published on 2022-01-142022-10-04 Journal: NPJ Digital Medicine [Category] 진단, 치료기술, [키워드] Accuracy archive automated Chest chest X-ray Clinical data collected Computer science COVID-19 COVID-19 diagnosis develop Diagnosis diagnostic DICOM evaluated Generalizability high risk Image Interpretation mitigate notable platform Pneumonia Prognosis progression prospective cohort Radiography Repository RT-PCR severity while [DOI] 10.1038/s41746-021-00546-w PMC 바로가기 [Article Type] Article
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-raysS.I.: AI-based e-diagnosis Published on 2022-01-052022-10-29 Journal: Neural Computing & Applications [Category] COVID-19, [키워드] abnormality Accuracy acute respiratory syndrome assigned assist AUC average Bell-shape function can be used caused chest X-ray Classifier Combination Convolutional neural network coronavirus COVID COVID-19 COVID-19 detection CXR dataset datasets deep learning detect diagnosis of COVID-19 disease Ensemble learning evaluate Experimental result Final identify Inverted Lungs novel Radiography researcher ROC SARS-CoV-2 Spread the disease trained model transfer viral disease X-ray [DOI] 10.1007/s00521-021-06737-6 PMC 바로가기 [Article Type] S.I.: AI-based e-diagnosis
What is the Diagnostic Accuracy of Chest Radiography, Ultrasound, and Computed Tomography for COVID-19?Editorial Published on 2022-01-012022-10-05 Journal: Annals of emergency medicine [Category] 진단, [키워드] Radiography Ultrasound [DOI] 10.1016/j.annemergmed.2021.05.011 [Article Type] Editorial
Abdominal Imaging Utilization during the First COVID-19 Surge and Utility of Abdominal MRIArticle Published on 2021-12-152022-10-29 Journal: Tomography [Category] COVID-19, SARS, [키워드] analyzed changed Computed tomography coronavirus disease COVID-19 COVID-19 diagnosis COVID-19 patient determine Diagnosis evaluate Future imaging imaging examination indication Inpatients liver dysfunction liver function tests magnetic resonance imaging majority management MRI Patient patients performed positive SARS-CoV-2 PCR Radiography resources SARS-CoV-2 utility utilization was performed [DOI] 10.3390/tomography7040080 PMC 바로가기 [Article Type] Article
COVID-19 classification of X-ray images using deep neural networks심층 신경망을 사용한 X선 영상의 코로나19 분류Article Published on 2021-12-012022-09-11 Journal: European Radiology [Category] SARS, 치료기술, [키워드] 95% CI Accuracy Algorithm assist AUC build Characteristics chest X-ray Classifier collected coronavirus disease Coronavirus disease 2019 COVID-19 COVID-19 confirmed patient CXR deep learning detect detection rate diagnosis and monitoring effort evaluated handling Hospitalized hospitals Inpatient Inpatients lung machine machine learning medical staff outbreak pandemic Patient patients with COVID-19 positive Radiography reduce Retrospective study ROC Curve sensitivity specificity test dataset tested Thoracic X-ray x-rays [DOI] 10.1007/s00330-021-08050-1 PMC 바로가기 [Article Type] Article
Deep Learning Algorithm for COVID-19 Classification Using Chest X-Ray Images흉부 X선 영상을 사용한 COVID-19 분류를 위한 딥 러닝 알고리즘Comparative Study Published on 2021-11-092022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] MERS, SARS, 진단, 치료기술, [키워드] Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 addition approach Chain Reaction Characteristics chest X-ray Chest X-ray image Chest X-ray images classification CNN CNNs Convolutional neural networks coronavirus coronavirus disease Coronavirus disease 2019 COVID COVID-19 COVID-19 diagnosis CXR dataset deep Diagnosis disease disease classification Diversity early diagnosis eight epidemic curve experimental analysis feature Features generative adversarial networks Government Image learning offer overcome pandemic Pneumonia provide Radiography recent Research respiratory resulting Reverse transcription-polymerase chain reaction RT-PCR SARS-CoV-2 Spread the epidemic toolkit training data triggered X-ray [DOI] 10.1155/2021/9269173 PMC 바로가기 [Article Type] Comparative Study
Development and prospective validation of COVID-19 chest X-ray screening model for patients attending emergency departments응급실에 참석 한 환자를위한 Covid-19 흉부 X- 선 검사 모델의 개발 및 전향 적 검증Multicenter Study Published on 2021-10-142022-09-01 Journal: Scientific Reports [Category] MERS, SARS, 바이오마커, 변종, 진단, 치료기술, [키워드] Algorithm artificial intelligence characteristic chest X-ray chest X-rays Clinical management Cohort COVID-19 CXR develop development Diagnostic markers Dyspnoea Emergency Departments facilitate identify Isolation Lung disease multicentre NHS Non-COVID-19 Patient Pneumonia pneumonias presenting Radiography Radiologists receiver operating characteristic receiver operating characteristic curve Respiratory signs and symptoms Respiratory tract diseases Risk factors sensitivity symptomatic patient Symptomatic patients symptoms of COVID-19 with COVID-19 [DOI] 10.1038/s41598-021-99986-3 PMC 바로가기 [Article Type] Multicenter Study