Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features딥 러닝 기반 추출 기능을 사용하여 CT 스캔에서 신종 코로나바이러스 및 일반적인 폐렴 감지Article Published on 2022-07-282022-09-11 Journal: Viruses [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy added Algorithm automatically average can be used Chest CT chest CT scan Chest CT scans China Classifier common common cold common pneumonia conditions Convolutional neural network convolutional neural network (CNN) Coronavirus pneumonia COVID-19 COVID-19 detection COVID-19 infection dataset deep deep learning deep learning features detect detection develop diagnose Diagnosis diagnostic test Extracted False-positive feature Health highest hospital Image individual infecting Intervention investigation knowledge MONITOR novel Novel coronavirus novel coronavirus pneumonia pandemic Pandemics Pneumonia Prevent reduce reported required Research severity Support support vector machine SVM Symptom Symptoms the disease the vaccine time-consuming treat Vaccine [DOI] 10.3390/v14081667 PMC 바로가기 [Article Type] Article
Deep Learning-Based Networks for Detecting Anomalies in Chest X-Rays흉부 X선에서 이상 징후를 감지하기 위한 딥 러닝 기반 네트워크Article Published on 2022-07-232022-09-11 Journal: BioMed Research International [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy ad hoc anomalies Anomaly approach approaches Chest chest X-ray chest X-rays Classifier classifiers conditions Critical data set database deep deep learning demonstrated detect Diagnosis eliminating evaluated example imaging test investigated knowledge network Pathologies pathology performed Pneumonia popularity professional Radiological examinations Research starting tested transfer X-ray [DOI] 10.1155/2022/7833516 PMC 바로가기 [Article Type] Article
Symptom-Based COVID-19 Prognosis through AI-Based IoT: A Bioinformatics ApproachAI 기반 IoT를 통한 증상 기반 코로나19 예후: 생물정보학 접근Article Published on 2022-07-232022-09-12 Journal: BioMed Research International [Category] MERS, 진단, [키워드] Accuracy approach automated booster Classifier Comparative analysis COVID COVID-19 COVID-19 prognosis disease health monitoring healthcare Healthcare professional Healthcare system help hospitalised IMPROVE Internet machine learning classifier machine learning model Pandemics Patient predict Predictive provide random reducing reported retrieved Support Symptom Symptoms the patient was measured [DOI] 10.1155/2022/3113119 PMC 바로가기 [Article Type] Article
A diagnostic classifier for gene expression-based identification of early Lyme disease Research Published on 2022-07-222022-10-05 Journal: Communications Medicine [Category] 바이오마커, 진단, [키워드] Accuracy Algorithm association Bacteremia Borrelia cause Cell culture Classifier clinical investigation clinical utility controls database described Diagnosis diagnostic diagnostic test differentially expressed gene evaluated false-discovery rate Gene Expression highlight identify in vitro independent Infection Influenza lack Lyme disease mononuclear cell New Patient patients Peripheral blood positive Result RNA sequencing selected sensitivity Sensitivity and specificity serologic testing seronegative patient specificity subject subjects The United States Transcriptome Tuberculosis uninfected control [DOI] 10.1038/s43856-022-00127-2 [Article Type] Research
Cluster-based analysis of COVID-19 cases using self-organizing map neural network and K-means methods to improve medical decision-makingResearch article Published on 2022-07-052022-10-05 Journal: Informatics in Medicine Unlocked [Category] 변종, [키워드] age Analysis assigned calculated characteristic Classifier Clustering Clusters COVID-19 COVID-19 case COVID-19 patients Davis died distribution Elderly patient Factor group help Hierarchical hospital ICU IMPROVE indicated intensive care Map mean value measure medical service Neural network Patient physician Research selected self Self-organizing map Sex Silhouette Symptom Symptoms the mean the patient Unsupervised machine learning variable [DOI] 10.1016/j.imu.2022.101005 [Article Type] Research article
Mobile sensors based platform of Human Physical Activities Recognition for COVID-19 spread minimizationResearch article Published on 2022-07-012022-10-05 Journal: Computers in biology and medicine [Category] 치료기술, [키워드] accelerometer Accuracy activities activity Activity classification activity recognition Classifier collected computation concerning Contact tracing continuous monitoring COVID-19 COVID-19 pandemic dataset determine Diseases effective Effectiveness evaluate EWS feature GPS Gyroscope highest Human human behavior Infection infection risk Long Mobile pandemic platform prevalent Probability random Recognition recognize Research risk smartphone sensors Spread Support System tracing [DOI] 10.1016/j.compbiomed.2022.105662 [Article Type] Research article
Enhanced inflammation and suppressed adaptive immunity in COVID-19 with prolonged RNA shedding Research Published on 2022-07-012022-10-05 Journal: Cell Discovery [Category] 바이오마커, 유전자 메커니즘, 임상, 진단, 치료기술, 치료법, [키워드] Activation adaptive Analysis cell count Cell migration Classifier complement Course COVID-19 COVID-19 patient enhanced exhibited IgG antibody Immunity Inflammation liver longitudinal metabolites metabolomics pathway Patient predict proteomics receptor Regulatory RNA SARS-COV-2 infection sera subset suppressed the patient Treg Viral load viral replication Viral RNA Viral RNA shedding [DOI] 10.1038/s41421-022-00441-y [Article Type] Research
Continuous development of the semantic search engine preVIEW: from COVID-19 to long COVID의미 검색 엔진 preVIEW의 지속적인 개발: COVID-19에서 긴 COVID까지Article Published on 2022-07-012022-09-11 Journal: Database: The Journal of Biological Databases and [Category] COVID19(2023년), SARS, 변종, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 added addition annotation annotations articles automatically Classifier Continuous coronavirus coronavirus disease COVID COVID-19 curated described disease False positives feature feedback include Infection MOST Occurrence participated peer-reviewed retrieved SARS-CoV-2 service severe acute respiratory syndrome Coronavirus Symptom true positive true positives Usability user variant virus [DOI] 10.1093/database/baac048 PMC 바로가기 [Article Type] Article
Utilization of Random Forest Classifier and Artificial Neural Network for Predicting Factors Influencing the Perceived Usability of COVID-19 Contact Tracing “MorChana” in Thailand태국에서 COVID-19 접촉 추적 "MorChana"의 인지된 사용성에 영향을 미치는 요인을 예측하기 위한 랜덤 포레스트 분류기 및 인공 신경망 활용Article Published on 2022-06-292022-09-11 Journal: International Journal of Environmental Research an [Category] COVID19(2023년), SARS, 변종, [키워드] acceptance Accuracy affecting ANN artificial Artificial neural network cause causes Classifier condition Contact Contact tracing convenience sampling COVID-19 COVID-19 pandemic evaluate Factor forest framework Government habit help human behavior Intention machine learning algorithm Machine learning algorithms methodology mitigate motivation Mutation network Neural Perceived protection random Random forest random forest classifier reduce response severity Spread suggested technology theory tracing Usability utilization variants virus [DOI] 10.3390/ijerph19137979 PMC 바로가기 [Article Type] Article
XGBoost-Based Feature Learning Method for Mining COVID-19 Novel Diagnostic MarkersCOVID-19 신규 진단 마커 마이닝을 위한 XGBoost 기반 기능 학습 방법Article Published on 2022-06-222022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), MERS, SARS, 바이오마커, [키워드] analyzed biological function Biological functions China Classifier coronavirus coronavirus disease Coronavirus pneumonia COVID-19 database demonstrated diagnostic Diagnostic biomarkers Diagnostic markers downloaded effective enrichment analyses expression profiling Gene Expression Omnibus Genes GEO Health identify involved KEGG learning machine learning marker MCC negative patients novel Novel coronavirus novel coronavirus pneumonia outbreak pathway Pathways Patient patients Pneumonia positive Principal component principal component analysis selected signaling pathway signaling pathways Spread SVM throat swab Viral viral gene expression viral transcription was used Wuhan XGBoost [DOI] 10.3389/fpubh.2022.926069 PMC 바로가기 [Article Type] Article