Prediction of COVID-19 with Computed Tomography Images using Hybrid Learning Techniques하이브리드 학습 기법을 사용한 컴퓨터 단층 촬영 이미지로 코로나19 예측Research Article Published on 2021-04-222022-09-12 Journal: Disease Markers [Category] MERS, 진단, [키워드] Accuracy Analysis carried chain Classifier COVID-19 Data analysis deep learning detection rate diagnosing early stage hybrid Image Infection learning machine learning classifier outcome prediction reaction RT-PCR sensitivity specificity technique [DOI] 10.1155/2021/5522729 PMC 바로가기 [Article Type] Research Article
Classification of COVID-19 Chest CT Images Based on Ensemble Deep Learning앙상블 딥러닝 기반 코로나19 흉부 CT 영상 분류Research Article Published on 2021-04-202022-09-12 Journal: Journal of Healthcare Engineering [Category] MERS, SARS, 진단, [키워드] Accuracy Algorithm Analysis assist cascade categories classification Classifier Clinical diagnosis controls Coronavirus pneumonia COVID-19 deep deep learning Diagnosis disease generalization global pandemic Image IMPROVE information learning New coronavirus novel Novel coronavirus Patient Pneumonia Precision sensitivity significantly specificity subset [DOI] 10.1155/2021/5528441 PMC 바로가기 [Article Type] Research Article
COVID-19-Related Stress and Anxiety, Body Mass Index, Eating Disorder Symptomatology, and Body Image in Women from Poland: A Cluster Analysis ApproachArticle Published on 2021-04-202022-10-31 Journal: Nutrients [Category] COVID-19, MERS, SARS, [키워드] age Anxiety Body Body image body weight bulimia caused Cluster condition contribute country COVID-19 COVID-19 pandemic COVID-19 transmission COVID-related stress dimension disorder eating eating disorders exacerbating greater healthy Image index individual introduced inventory limit lockdown mass measure Novel coronavirus pandemic preliminary finding relation risk Satisfaction severity significantly significantly higher social distancing measures Spread Stress Symptom Symptomatology women worsening [DOI] 10.3390/nu13041384 PMC 바로가기 [Article Type] Article
GraphCovidNet: A graph neural network based model for detecting COVID-19 from CT scans and X-rays of chestGraphCovidNet: CT 스캔 및 흉부 엑스레이에서 COVID-19를 감지하기 위한 그래프 신경망 기반 모델Article Published on 2021-04-152022-09-01 Journal: Scientific Reports [Category] MERS, SARS, 진단, 치료기술, [키워드] Accuracy affected binary classification Chest chest X-ray Chest X-ray images chest X-rays Combination Computed tomography Computer science computer scientist COVID-19 CT scan CT-scan CT-scans CXR dataset detect disease evaluated Github graph Image Initially network patients performed processing Research source code Spread vaccination Viral viral infection widespread Wuhan Wuhan, China X-ray [DOI] 10.1038/s41598-021-87523-1 PMC 바로가기 [Article Type] Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesResearch Article Published on 2021-04-152022-10-27 Journal: BioMed Research International [Category] [키워드] Accuracy approach ASD average caused Clustering CNN complex country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesCT 이미지의 캐스케이드 컨볼루션 네트워크를 기반으로 하는 COVID-19 폐렴에 대한 폐 감염 세분화Research Article Published on 2021-04-152022-09-10 Journal: BioMed Research International [Category] 치료기술, [키워드] Accuracy approach ASD average caused Clustering CNN complex Convolutional neural network country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease F score feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
Lung Infection Segmentation for COVID-19 Pneumonia Based on a Cascade Convolutional Network from CT ImagesResearch Article Published on 2021-04-152022-10-27 Journal: BioMed Research International [Category] COVID-19, MERS, SARS, [키워드] Accuracy approach ASD average caused Clustering CNN complex country COVID-19 COVID-19 infection COVID-19 pandemic demonstrated diagnose directional disease feature female healthcare Image impacts infections Local local public health lung CT scan Lung infection male National network offer outbreak overcome overfitting overlap patients Precision problem recall Region Segmentation the patient tissue tissues Treatment Volume [DOI] 10.1155/2021/5544742 PMC 바로가기 [Article Type] Research Article
Co-quantification of crAssphage increases confidence in wastewater-based epidemiology for SARS-CoV-2 in low prevalence areasFull Paper Published on 2021-04-062022-10-28 Journal: Water Research X [Category] COVID-19, [키워드] Abstract approach benefit Bovine coronavirus Concentration COVID-19 case COVID-19 incidence COVID-19 pandemic Cross-assembly phage Degradation detect DNA and RNA DNA concentration effort epidemiological Epidemiology Genome greater Gut help highlight Image IMPROVE increase increasingly Infectious disease Interpretation less New York parameters per day positive Positive test Prevalence public health quantification respond Result RNA SARS-CoV-2 SARS-CoV-2 RNA significantly significantly lower sucrose cushion suggested Surveillance surveillance data Transmission Viral concentration Viral RNA wastewater Wastewater-based epidemiology with COVID-19 [DOI] 10.1016/j.wroa.2021.100100 PMC 바로가기 [Article Type] Full Paper
Reducing SARS-CoV-2 pathological protein activity with small moleculesReview Paper Published on 2021-04-052022-10-29 Journal: Journal of Pharmaceutical Analysis [Category] COVID-19, [키워드] Abstract acting anti-SARS-CoV-2 APOBEC approach candidate coronavirus SARS-CoV-2 COVID-19 COVID-19 outbreak Curcumin cytosine Deamination disease Diseases drug drugs effective Epidemic Health Human Image indicated Infection inhibit molecular natural natural products nucleic acid Pathogens Protein Proteins reduce Replication SARS-CoV-2 SARS-CoV-2 genome SARS-CoV-2 RNA small molecule Strategy target the SARS-CoV-2 the SARS-CoV-2 genome therapeutic approaches Therapeutic nucleotides Treatment viral genome viral infection virus [DOI] 10.1016/j.jpha.2021.03.012 PMC 바로가기 [Article Type] Review Paper
Deep Transfer Learning Approach for Automatic Recognition of Drug Toxicity and Inhibition of SARS-CoV-2Article Published on 2021-04-022022-10-28 Journal: Viruses [Category] COVID-19, MERS, SARS, [키워드] accelerate acute respiratory syndrome Antiviral antiviral drug approach Automatic cause cell death Chloroquine Concentration Coronavirus-2 COVID-19 CPE Cytopathic effect deep deep learning Deep transfer learning drug Drug screening drugs DTL Emetine fine-tune Hydroxychloroquine Image implementation in vitro experiments include inhibition inhibitory effect learning Microscopy monolayer pandemic provided quantification Recognition Remdesivir responsible SARS-CoV-2 Screening TOX Toxicity transfer virus titer viruses [DOI] 10.3390/v13040610 PMC 바로가기 [Article Type] Article