A comparative study of multiple neural network for detection of COVID-19 on chest X-rayResearch Published on 2021-07-272022-10-31 Journal: Eurasip Journal on Advances in Signal Processing [Category] COVID-19, [키워드] Accuracy affected Analysis artificial neural networks chest X-ray Chest X-ray image classification Coronavirus pneumonia COVID-19 deep learning DenseNet121 diagnose diagnostic disease Efficiency healthcare worker IMPROVE Metrics multi-task learning patients Performance metrics Pneumonia pneumonia cases Research Result rising Safe Spread transfer learning viral infection virus were used [DOI] 10.1186/s13634-021-00755-1 PMC 바로가기 [Article Type] Research
Is RAS the Link Between COVID-19 and Increased Stress in Head and Neck Cancer Patients?Cell and Developmental Biology Published on 2021-07-152022-10-31 Journal: Frontiers in Cell and Developmental Biology [Category] COVID-19, [키워드] ACE2 Activation angiotensin angiotensin converting enzyme Cancer cancer diagnosis cancer patient Cancer patients China city COVID-19 COVID-19 pandemic Effect expand General population global pandemic head head and neak cancer Increased management mental health Neck oral cancer outbreak pandemic Patient pneumonia cases provide RAS receptor Renin renin angiotensin system resulting SARS-CoV2 shown Spread Stress System Treatment tumor progression WHO Wuhan [DOI] 10.3389/fcell.2021.714999 PMC 바로가기 [Article Type] Cell and Developmental Biology
An Overview of Deep Learning Techniques on Chest X-Ray and CT Scan Identification of COVID-19COVID-19의 흉부 X선 및 CT 스캔 식별에 대한 딥 러닝 기술 개요Review Published on 2021-06-042022-09-11 Journal: Computational and Mathematical Methods in Medicine [Category] MERS, SARS, 진단, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 Algorithm Algorithms Bacterial cause Chest radiography coronavirus COVID-19 COVID-19 disease deep deep learning develop digital X-ray identification implementation include inefficient learning life-threatening lung Pneumonia pneumonia cases Radiologists researcher respiratory SARS-CoV-2 severe acute respiratory syndrome Coronavirus Support technique time-consuming Viral viral infection Viral pneumonia X-ray [DOI] 10.1155/2021/5528144 PMC 바로가기 [Article Type] Review
COVID-FACT: A Fully-Automated Capsule Network-Based Framework for Identification of COVID-19 Cases from Chest CT ScansArtificial Intelligence Published on 2021-05-252022-10-31 Journal: Frontiers in Artificial Intelligence [Category] COVID-19, [키워드] Accuracy Algorithm Area arise AUC automated block Capsule Capsule Networks Care chain CNNs Community Computed tomography scans COVID COVID-19 CT scan CT scans current Curve dataset death deep learning detect diagnostic tests disease early diagnosis equipment experiments feature first stage framework fully automated classification gold standard Health identification identify independent Infection instances less mechanism network Neural outbreak Patient Pneumonia pneumonia cases positive positive COVID-19 reaction resource responsible RT-PCR sensitivity shown spatial information specificity the disease tomography [DOI] 10.3389/frai.2021.598932 PMC 바로가기 [Article Type] Artificial Intelligence
Divergences on expected pneumonia cases during the COVID-19 epidemic in Catalonia: a time-series analysis of primary care electronic health records covering about 6 million peopleResearch Articl Published on 2021-03-202022-10-28 Journal: BMC Infectious Diseases [Category] COVID-19, [키워드] 95% CI adjusted Analysis Care children collected complications of COVID-19 coronavirus COVID-19 COVID-19 epidemic COVID-19 pandemic diagnose Divergence EHR Electronic health record Electronic health records Epidemics expected Influenza less MONITOR Older Pneumonia pneumonia case pneumonia cases Pneumonia;public health surveillance primary care reduction Result severity shown Spain spread of COVID-19 supplementary material Surveillance time utility [DOI] 10.1186/s12879-021-05985-0 PMC 바로가기 [Article Type] Research Articl
Differential diagnoses of COVID-19 pneumonia: the current challenge for the radiologist—a pictorial essayEducational Review Published on 2021-03-112022-10-29 Journal: Insights into Imaging [Category] COVID-19, [키워드] clinical complexity Computed tomography consolidation coronavirus COVID-19 COVID-19 virus diagnose Diagnosis differential diagnose differential diagnosis early diagnosis Evidence Ground-glass opacities help Implications Laboratory test Lung diseases pandemic pathology Pneumonia pneumonia cases radiological feature radiological finding raise resource resources Scientific community Spread [DOI] 10.1186/s13244-021-00967-x PMC 바로가기 [Article Type] Educational Review
Epidemiological and clinical features in patients with coronavirus disease 2019 outside of Wuhan, China: Special focus in asymptomatic patientsResearch Article Published on 2021-03-102022-10-28 Journal: PLoS Neglected Tropical Diseases [Category] COVID-19, SARS, [키워드] addition affected Asymptomatic asymptomatic patient asymptomatic patients case sery characteristic Characteristics characteristics of patient city Clinical characteristics clinical feature Clinical finding Cluster Contact coronavirus disease cough COVID-19 demographic characteristics disease onset Epidemic epidemiological Fever identify Incubation period Infection initial Laboratory laboratory-confirmed SARS-CoV-2 infection median Mild objective Patient patients with COVID-19 pneumonia cases Population Region reported Result SARS-COV-2 infection Spread Symptom the disease the patient Treatment upper respiratory tract URTI Viral pneumonia were assessed Wuhan [DOI] 10.1371/journal.pntd.0009248 PMC 바로가기 [Article Type] Research Article
SOM-LWL method for identification of COVID-19 on chest X-rays흉부 엑스레이에서 COVID-19 식별을 위한 SOM-LWL 방법Research Article Published on 2021-02-242022-09-10 Journal: PLoS ONE [Category] MERS, 진단, 치료기술, [키워드] Algorithm artificial intelligence automated Chest chest X-ray chest X-rays Cluster complex coronavirus coronavirus disease Coronavirus disease 2019 correlation coefficient COVID-19 COVID-19 cases COVID-19 in patient COVID-19 treatment dataset detect detection rate diagnose dissemination feature genetic material Health help include Infection initial life limit LWL Measures non-COVID-19 cases non-COVID-19 patient Non-COVID-19 patients Other outbreak Patient Pneumonia pneumonia cases recent recent findings Research suggested Topic Treatment with COVID-19 [DOI] 10.1371/journal.pone.0247176 PMC 바로가기 [Article Type] Research Article
SARS-CoV-2-related pneumonia cases in pneumonia picture in Russia in March-May 2020: Secondary bacterial pneumonia and viral co-infectionsResearch Theme 1: COVID-19 Pandemic Published on 2020-12-182022-10-31 Journal: Journal of Global Health [Category] COVID-19, MERS, SARS, [키워드] accompanied aetiology age breakdown analysed attack Atypical Bacterial Bacterial infection Clinical course Co-infection collected combating Complication complications COVID-19 COVID-19 patient death diagnosed fungal Haemophilus influenzae hospital Infection less majority molecular Mortality outcome Patient Pneumonia pneumonia case pneumonia cases positive proportion Result risk Russia SARS-CoV-2 SARS-CoV-2 patients secondary secondary bacterial pneumonia secondary bacterial pneumonias Staphylococcus aureus Streptococcus pneumoniae tested Undetermined virus with COVID-19 [DOI] 10.7189/jogh.10.-020504 PMC 바로가기 [Article Type] Research Theme 1: COVID-19 Pandemic
Comparison of clinical, para-clinical and laboratory findings in survived and deceased patients with COVID-19: diagnostic role of inflammatory indications in determining the severity of illnessCOVID-19 생존 및 사망 환자의 임상, 준임상 및 실험실 소견 비교: 질병의 중증도를 결정하는 데 염증 징후의 진단 역할Comparative Study Published on 2020-11-232022-09-01 Journal: BMC Infectious Diseases [Category] SARS, 진단, [키워드] abnormality acute lung injury acute respiratory distress acute respiratory distress syndrome Admission age analyzed ARDS C-reactive protein Chest CT Cluster collected concerning consolidation cough COVID-19 Cytokine storm syndrome Deceased diagnostic died disease elevated Evidence feature Fever fraction Ground-glass opacities ground-glass opacity headache ICU immune response index indication Inflammation mediators Inflammatory Invasive mechanical ventilation Iran Laboratory laboratory examinations laboratory findings laboratory-confirmed Laboratory-confirmed COVID-19 Level lymphocyte lymphopenia male Most patient Most patients neutrophil neutrophilia NLR occurred on admission Patient patients patients with COVID-19 Platelet Pneumonia pneumonia case pneumonia cases prognostic Radiographic radiologic respiratory distress Respiratory distress syndrome Result risk SARS-CoV-2 severity significantly SII Spread supplementary material survival group survived Symptom syndrome the patient thrombocytopenia Wuhan [DOI] 10.1186/s12879-020-05540-3 PMC 바로가기 [Article Type] Comparative Study