Exploring the effect of image enhancement techniques on COVID-19 detection using chest X-ray images흉부 X선 영상을 사용한 영상 향상 기술이 COVID-19 감지에 미치는 영향 탐색Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy adaptive approach boost chest X-ray Chest X-ray image Chest X-ray images classification CNN CNNs comparable complement contrast enhancement Convolutional neural networks coronavirus disease COVID COVID-19 CXR database dataset Diagnosis Dice gamma correction Healthcare system Image Image enhancement infections Intersection investigated knowledge lung Lung segmentation Masks network Neural Numerous outperform pandemic Plain positive Precision Prevent reliability reported robust sensitivity significantly specificity Spread union virus were used X-ray [DOI] 10.1016/j.compbiomed.2021.104319 PMC 바로가기 [Article Type] Article
An automated COVID-19 detection based on fused dynamic exemplar pyramid feature extraction and hybrid feature selection using deep learning딥 러닝을 사용한 융합 동적 표본 피라미드 특징 추출 및 하이브리드 특징 선택을 기반으로 한 자동화된 COVID-19 탐지Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy Analysis ANN automated automatic detection chest X-ray classification Classifier CNN Computed tomography computer vision coronavirus disease COVID-19 COVID-19 disease deep deep learning deep neural network detect disease feature Features function fused Fused residual dynamic exemplar pyramid model iterative New coronavirus pandemic RFINCA feature Selector. selected Selector Spread statistical Structure [DOI] 10.1016/j.compbiomed.2021.104356 PMC 바로가기 [Article Type] Article
An integrated autoencoder-based hybrid CNN-LSTM model for COVID-19 severity prediction from lung ultrasound폐 초음파에서 COVID-19 심각도 예측을 위한 통합 자동 인코더 기반 하이브리드 CNN-LSTM 모델Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] alternative method alternative methods Analysis average build CNN Convolutional neural network COVID-19 COVID-19 pandemic COVID-19 severity creating deep deep learning Diagnosis disease severity effective Efficacy feature flexible fused global healthcare integration Long lung Lung ultrasound Neural Neural network performed predict Safe Severity Score Short-Term Memory the patient threat Ultrasound [DOI] 10.1016/j.compbiomed.2021.104296 PMC 바로가기 [Article Type] Article
Deep learning model for virtual screening of novel 3C-like protease enzyme inhibitors against SARS coronavirus diseasesSARS 코로나바이러스 질병에 대한 새로운 3C 유사 프로테아제 효소 억제제의 가상 스크리닝을 위한 딥 러닝 모델Article Published on 2021-05-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료제, [키워드] 3CLpro Accuracy acute respiratory syndrome acute respiratory syndrome coronavirus applied can be used CNN CNN Model Compound compounds Convolutional neural network coronavirus COVID-19 COVID-19 pandemic Decision tree deep deep learning deep learning-based method disease enzyme FDA-approved drug FDA-approved drugs FIVE flavonoid inhibitor inhibitory activity input Naïve Bayes phytochemical phytochemical compounds Precision predict protease random Random forest recall resulting ROC SARS Coronavirus SARS-CoV screened sensitivity severe acute respiratory syndrome Coronavirus specificity Support support vector machine Virtual screening Zinc [DOI] 10.1016/j.compbiomed.2021.104317 PMC 바로가기 [Article Type] Article
LUX: Smart Mirror with Sentiment Analysis for Mental ComfortArticle Published on 2021-04-292022-10-29 Journal: Sensors (Basel, Switzerland) [Category] Coronavirus, MERS, SARS, [키워드] affective computing Analysis CNN Comfort COVID-19 dataset deep learning emotional English functions implementation include Korean lack Mental mental health Mirror Neutral NLP provide Raspberry Pi resulting sentiment analysis significant difference SmaRT smart mirror [DOI] 10.3390/s21093092 PMC 바로가기 [Article Type] Article
Deep CNN models for predicting COVID-19 in CT and x-ray imagesComputer-Aided Diagnosis Published on 2021-04-212022-10-30 Journal: Journal of Medical Imaging [Category] COVID-19, [키워드] Accuracy AUC boost characteristic Chest computed tomography Chest CT CNN Combing consolidations Convolutional neural network Coronavirus disease 2019 COVID-19 COVID-19 infection deep detect Diagnosis Efficiency GGO ground-glass opacity help highest Infection Lung CT management Non-COVID-19 performance Pneumonia predict radiologist Radiomics Region regions of interest ROI Spread subjects tested transfer transfer learning was measured [DOI] 10.1117/1.JMI.8.S1.014502 PMC 바로가기 [Article Type] Computer-Aided Diagnosis
Deep Learning for SARS COV-2 Genome SequencesComputational and artificial intelligence Published on 2021-04-162022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] Accuracy acute respiratory syndrome affecting Algorithm AUC Bi-directional long-short memory characteristic CNN Convolutional neural network coronavirus coronavirus deep learning deep deep learning Deoxyribonucleic acid detect determine expression of genes Factor Genes genome sequence learning Mathews Correlation Coefficient MCC memory motif outbreak Regulatory responsible ROC SARS CoV-2 SARS-CoV-2 SARS-CoV-2 virus sensitivity sequence specificity Spread the epidemic transcription factors virus Wuhan, China [DOI] 10.1109/ACCESS.2021.3073728 PMC 바로가기 [Article Type] Computational and artificial intelligence
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
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