Deep-chest: Multi-classification deep learning model for diagnosing COVID-19, pneumonia, and lung cancer chest diseasesDeep-chest: COVID-19, 폐렴 및 폐암 흉부 질환 진단을 위한 다중 분류 딥 러닝 모델Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy addition AUC Cancer cells Chest chest X-ray Combination comprehensive evaluation Computed tomography Corona correlation coefficient COVID-19 COVID-19 detection CT images CT scan dataset deep deep learning detect diagnosed diagnosing Diagnosis disease Early detection early stage early stages experiments feature knowledge less lung cancer MCC multi-classification Negative predictive value normal NPV outperform pandemic patient death Pneumonia Precision Predictive value PROTECT provided recall Recurrent specificity Spread Symptom the disease unit Virus Disease X-ray [DOI] 10.1016/j.compbiomed.2021.104348 PMC 바로가기 [Article Type] Article
COVID-19 Diagnostic Strategies Part II: Protein-Based TechnologiesReview Published on 2021-04-282022-10-28 Journal: Bioengineering [Category] COVID-19, [키워드] acid Antigenic tests coronavirus coronavirus 2 COVID-19 COVID-19 detection diagnostic diagnostic tests effective ELISA group groups highlight impacted LFIA outbreak Outbreaks pandemic Part POC point-of-care point-of-care (PoC) detection protein microarray protein-based tests Rapid diagnostic tests Research respiratory respond SARS-CoV-2 Serological tests Stage Strategy susceptible technology Vaccine [DOI] 10.3390/bioengineering8050054 PMC 바로가기 [Article Type] Review
Coronavirus (COVID-19) detection from chest radiology images using convolutional neural networksResearch article Published on 2021-04-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy automated average being chain Chest chest radiology Chest radiology images CNN COVID-19 COVID-19 detection dataset Department detect develop Diagnosis disease Diseases early stage hospital hospitals machine learning network Neural Non-invasive PCR radiology reaction required Research sensitivity specificity Ultrasound Victoria Volume [DOI] 10.1016/j.bspc.2021.102490 [Article Type] Research article
A deep learning algorithm to detect coronavirus (COVID-19) disease using CT imagesComputational Biology Published on 2021-04-012022-10-29 Journal: PeerJ Computer Science [Category] COVID-19, [키워드] Accuracy Algorithm applied Applying can be used collected Convolutional neural networks (CNN) coronavirus COVID-19 COVID-19 case COVID-19 detection COVID-19 pandemic CT-scan CT-scans dataset deep learning detect disease effort globe gold standard Laboratory testing lockdown parameter positive random researcher Result screening method time-consuming Treatment X-ray [DOI] 10.7717/peerj-cs.345 PMC 바로가기 [Article Type] Computational Biology
COVID-19 infection map generation and detection from chest X-ray imagesResearch Published on 2021-04-012022-10-31 Journal: Health Information Science and Systems [Category] COVID-19, [키워드] Activation approach chest X-ray Chest X-ray image Clinical use coronavirus disease COVID-19 COVID-19 detection COVID-19 diagnosis COVID-19 infection COVID-19 infection segmentation COVID-19 samples CXR dataset deep deep learning Diagnosis experiment Infection joint learning Mask Numerous performed Prevent regions Repository SARS-CoV-2 sensitivity severity severity of COVID-19 significantly specificity Spread Treatment virus [DOI] 10.1007/s13755-021-00146-8 PMC 바로가기 [Article Type] Research
Evaluation of “ Caterina assay ”: An Alternative Tool to the Commercialized Kits Used for Severe Acute Respiratory Syndrome Coronavirus 2 (SARS-CoV-2) IdentificationArticle Published on 2021-03-102022-10-28 Journal: Pathogens [Category] COVID-19, [키워드] acute respiratory syndrome adopted applied collected coronavirus coronavirus 2 coronavirus disease country COVID-19 COVID-19 detection detect Detection limit diagnose diagnostic DNA folding early stage exhibit False-positive green human coronaviruses identification identify Infection melting curve analysis methodology molecular molecular diagnostic of SARS-CoV-2 molecular test N protein nasal swab nucleocapsid pandemic Patient polymerase chain resources respiratory RNA sequence rRT-PCR Sardinian SARS-CoV-2 sensitivity specificity SYBR®Green real-time PCR Variation [DOI] 10.3390/pathogens10030325 PMC 바로가기 [Article Type] Article
COVID-19 Detection by Optimizing Deep Residual Features with Improved Clustering-Based Golden Ratio OptimizerArticle Published on 2021-02-152022-10-31 Journal: Diagnostics [Category] COVID-19, [키워드] Accuracy approach CGRO algorithm chest X-ray COVID COVID-19 COVID-19 detection COVID-19 virus CT-scan dataset datasets deep deep features detection Early detection feature Feature selection global pandemic Improved Initially introduced less Meta-heuristic Ratio researcher residual RT-PCR virus WHO World Health Organization X-ray [DOI] 10.3390/diagnostics11020315 PMC 바로가기 [Article Type] Article
Development of multiplexed reverse-transcription loop-mediated isothermal amplification for detection of SARS-CoV-2 and influenza viral RNAArticle Published on 2021-02-042023-06-30 Journal: BioTechniques [Category] SARS, [키워드] COVID-19 detection Fluorescence LAMP molecular diagnostics Multiplexing Sensors and probes [DOI] 10.2144/btn-2020-0157 PMC 바로가기
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning흉부 CT 스캔 및 딥 러닝을 사용한 설명 가능한 COVID-19 감지Article Published on 2021-01-112022-09-01 Journal: Sensors (Basel, Switzerland) [Category] MERS, 진단, 치료기술, [키워드] Accuracy adopted applied automated average best Chest CT image Chest CT images Cluster conducted coronavirus COVID-19 COVID-19 case COVID-19 cases COVID-19 detection CT-scan dataset datasets deep deep learning detection diagnose experiment explainable deep learning feature feature visualization indicated learning network architectures non-COVID-19 cases Precision Previous studies Radiologists regions representing SARS-CoV-2 sensitivity specificity the SARS-CoV-2 transfer [DOI] 10.3390/s21020455 PMC 바로가기 [Article Type] Article
FCOD: Fast COVID-19 Detector based on deep learning techniquesResearch article Published on 2020-12-242022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy assist AUC caused Chest X-ray images clinics computation Convolution COVID-19 COVID-19 detection COVID-19 infection COVID-19 pandemic decrease deep learning detect Detector Diagnosis disease evaluate hospital Image processing inception Infection Medical applications mortality rates parameter Patient patients Prevent radiologist Radiology images reducing Spread X-ray [DOI] 10.1016/j.imu.2020.100506 [Article Type] Research article