Metaheuristics based COVID-19 detection using medical images: A review의료 영상을 활용한 메타휴리스틱 기반 코로나19 탐지: 리뷰Review Published on 2022-05-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] Algorithm architecture automated Chest complex country COVID-19 CT-scan deep deep learning deep learning-based method deep learning-based methods Diagnosis Extensive Feature selection Healthcare systems Image image classification machine learning models Metaheuristics motivation Nature-inspired algorithm. optimization over patients popularity pressure problem reduce Research researcher simplicity spread of COVID-19 X-ray [DOI] 10.1016/j.compbiomed.2022.105344 PMC 바로가기 [Article Type] Review
Anurans against SARS-CoV-2: A review of the potential antiviral action of anurans cutaneous peptidesArticle Published on 2022-04-142022-10-04 Journal: Virus research [Category] COVID19(2023년), SARS, 치료제, [키워드] Abstract addition antimicrobial peptide Antiviral antiviral action Antiviral actions Antiviral effect Anuran's skin caused China Clinical sign COVID-19 disease drug effective effort etiology identify identifying Image in silico literature review natural antiviral pandemic Patient peptide peptides Pneumonia Prevent reported SARS-CoV-2 secreted Sequencing Symptom tested the SARS-CoV-2 virus therapeutic agent therapeutic agents treat Treatment triggered viral infectious diseases virus viruses World Health Organization [DOI] 10.1016/j.virusres.2022.198769 PMC 바로가기 [Article Type] Article
DeepSARS: simultaneous diagnostic detection and genomic surveillance of SARS-CoV-2DeepSARS: SARS-CoV-2의 동시 진단 탐지 및 게놈 감시Article Published on 2022-04-112022-09-11 Journal: BMC Genomics [Category] COVID19(2023년), SARS, 변종, 유전자 메커니즘, 진단, 치료기술, 치료제, [키워드] Alpha Beta Biorender.com capture change deep sequencing diagnostic diagnostic testing diagnostics Diversity foundation genomic Genomic surveillance Image integration Large-scale testing molecular NGS PCR performed phylogenetics platform population level Quantitative SARS-CoV-2 Sequencing Spread Strains Surveillance tracing transmission rate Vaccine variant variants Viral Viral detection viral evolution whole genome Whole genome sequencing [DOI] 10.1186/s12864-022-08403-0 PMC 바로가기 [Article Type] Article
Machine Learning with Quantum Seagull Optimization Model for COVID-19 Chest X-Ray Image ClassificationCOVID-19 흉부 X선 이미지 분류를 위한 양자 갈매기 최적화 모델을 사용한 기계 학습Article Published on 2022-03-302022-09-11 Journal: Journal of Healthcare Engineering [Category] 치료기술, 치료제, [키워드] addition approaches artificial artificial intelligence automated carried chest radiology chest X-ray classification COVID-19 COVID-19 diagnosis CXR dataset deep learning detect diagnosis of COVID-19 diagnostic disease effective extreme help Image intelligence machine learning management means Model mortality rate optimization outcomes performed quantum Respiratory system Spread target virus were assessed X-ray [DOI] 10.1155/2022/6074538 PMC 바로가기 [Article Type] Article
Automated System for Identifying COVID-19 Infections in Computed Tomography Images Using Deep Learning ModelsArticle Published on 2022-03-302022-11-16 Journal: Journal of Healthcare Engineering [Category] 치료기술, [키워드] Accuracy Affect assist Clinical symptoms CNN Combination complications Contact Coronavirus disease 2019 COVID-19 COVID-19 cases COVID-19 virus criteria dataset deep deep learning determine develop diagnose diagnostic disease domain early stages epidemiological Fatality rate Final healthcare highest identifying Image Incubation period Laboratory test learning Model Modification nucleic acid amplification outcome Patient sensitivity specificity System this system tomography was used [DOI] 10.1155/2022/5329014 PMC 바로가기
Efficient COVID-19 CT Scan Image Segmentation by Automatic Clustering Algorithm자동 클러스터링 알고리즘을 통한 효율적인 COVID-19 CT 스캔 이미지 분할Article Published on 2022-03-302022-09-11 Journal: Journal of Healthcare Engineering [Category] 변종, [키워드] Accuracy Algorithm automated Automatic carried chest CT scan class classification COVID-19 COVID-19 disease COVID-19 treatment criteria CT scan detect develop disease Efficiency efficient ENhance experiment False negative faster feature Features function help Image Image segmentation input introduced iteration iterations Local machine-learning measure Population size Precision random Random forest recall reported RT-PCR test Segmentation specificity SSA test result tested threshold value time-consuming Treatment Trial variant [DOI] 10.1155/2022/9009406 PMC 바로가기 [Article Type] Article
Post–COVID-19 syndrome and humoral response association after 1 year in vaccinated and unvaccinated patientsOriginal Article Published on 2022-03-232022-10-04 Journal: Clinical microbiology and infection : the official [Category] MERS, SARS, 바이오마커, 진단, [키워드] 95% CI Abstract acute infection association conducted COVID-19 COVID-19 vaccination disease onset domain humoral Humoral response Hybrid immunity IgG Image interquartile range Long COVID-19 median natural immunity natural infection no significant difference objective Occurrence Outpatient Patient patients persistence Post–COVID-19 Post–COVID-19 Prospective Study RBD response to vaccination Result SARS Coronavirus SARS-CoV-2 antibodies SARS-CoV-2 IgG SARS-CoV-2 serology SARS-CoV-2 vaccination serological Serological assay significantly higher Symptom syndrome titre unvaccinated Vaccinated vaccination Vaccination Status with COVID-19 without symptom worsening [DOI] 10.1016/j.cmi.2022.03.016 PMC 바로가기 [Article Type] Original Article
Social Media Images as an Emerging Tool to Monitor Adherence to COVID-19 Public Health Guidelines: Content AnalysisOriginal Paper Published on 2022-03-032022-10-30 Journal: Journal of Medical Internet Research [Category] Coronavirus, MERS, SARS, [키워드] Accuracy adherence analyzed approach bridge Brooklyn Bridge collected content content analysis correlation correlations COVID-19 evaluate Frequency Future guidelines Health health informatics Image implementation increase in individual Instagram Internet Logistic regression analysis media Mild MONITOR New York objective park Policy positive correlation proportion Public public health recommendations recorded regions Result social distancing social media square statistically significant Surveillance time tool [DOI] 10.2196/24787 PMC 바로가기 [Article Type] Original Paper
Automatic Detection of Covid-19 with Bidirectional LSTM Network Using Deep Features Extracted from Chest X-ray Images흉부 X선 영상에서 추출한 심층 특징을 사용하여 양방향 LSTM 네트워크로 Covid-19 자동 감지Article Published on 2022-03-012022-09-11 Journal: Interdisciplinary sciences, computational life sci [Category] SARS, 치료기술, [키워드] addition affected approach Artifcial intelligence automated Automatic Bi-LSTM Chain Reaction chest X-ray Chest X-ray images China Classifier Concatenated deep features coronavirus disease country COVID-19 COVID-19 disease dataset deep deep learning deficiency detect detection Diagnosis disease effective evaluate Extracted feature Frame high accuracy Image machine learning approach Metrics monitoring systems network Neural Precision problem sensitivity specificity Symptom thought were used X-ray X-ray imaging [DOI] 10.1007/s12539-021-00463-2 PMC 바로가기 [Article Type] Article
ECG-BiCoNet: An ECG-based pipeline for COVID-19 diagnosis using Bi-Layers of deep features integrationECG-BiCoNet: 심층 기능 통합의 이중 레이어를 사용하여 COVID-19 진단을 위한 ECG 기반 파이프라인Article Published on 2022-03-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy alleviate approach benefit categories clinician Convolutional neural network Convolutional neural networks (CNN) COVID-19 COVID-19 diagnosis deep deep learning diagnose diagnosing Diagnosis Discrete Discrete wavelet transform (DWT) ECG ECG trace Image. electrocardiogram feature Features FIVE fused Health help Image IMPROVE investigated limitation limitations lockdown machine learning classifiers organizations overcome several limitations Taking virus wavelet transform [DOI] 10.1016/j.compbiomed.2022.105210 PMC 바로가기 [Article Type] Article