Optimism and pessimism analysis using deep learning on COVID-19 related twitter conversationsResearch article Published on 2022-05-012022-10-05 Journal: Information Processing & Management [Category] 치료기술, [키워드] Analysis approach bidirectional Conversation COVID-19 COVID-19 pandemic deep learning Emotion classification Emotion shift emotional evaluated Experimental result feature Health mechanisms memory Model optimism Sociome Support transformer turn unique user [DOI] 10.1016/j.ipm.2022.102918 [Article Type] Research article
A fuzzy-enhanced deep learning approach for early detection of Covid-19 pneumonia from portable chest X-ray imagesResearch article Published on 2022-04-012022-10-05 Journal: Neurocomputing [Category] 치료기술, [키워드] Accuracy Algorithm Analysis approach approaches carried chest X-ray Chest X-ray image clinical decision Combination Convolutional neural network COVID-19 COVID-19 pneumonia CXR dataset deep learning Diagnosis early diagnosis effective Experimental result Explainable artificial intelligence facilitate feature Features Fuzzy logic Health help hospitalised Intensive Interpretation interstitial pneumonia management methodology pandemic Patient patients perceptron Portable systems Radiologists Spread Support virus [DOI] 10.1016/j.neucom.2022.01.055 [Article Type] Research article
Relation-aware Heterogeneous Graph Transformer based drug repurposingResearch article Published on 2022-03-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 신약개발, [키워드] association Characteristics dataset Drug repurposing drugs Effectiveness Experimental result feature graph Graph neural network Graph transformer heterogeneity heterogeneous heterogeneous network identify increasingly information Link prediction [DOI] 10.1016/j.eswa.2021.116165 [Article Type] Research article
A Social Distance Estimation and Crowd Monitoring System for Surveillance Cameras감시 카메라를 위한 사회적 거리 추정 및 군중 모니터링 시스템Article Published on 2022-01-062022-09-10 Journal: Sensors (Basel, Switzerland) [Category] SARS, 치료기술, [키워드] adaptive addition Algorithms Anomaly build camera carried Complete coordinates COVID-19 crowd crowd monitoring detect develop disease distance estimation Experimental result experimental results high-risk area identify labor labor-intensive Localization mass surveillance Metrics mitigate monitoring performance person detection and tracking pose estimation privacy Region social distancing Spread Surveillance System video surveillance [DOI] 10.3390/s22020418 PMC 바로가기 [Article Type] Article
Inverted bell-curve-based ensemble of deep learning models for detection of COVID-19 from chest X-raysS.I.: AI-based e-diagnosis Published on 2022-01-052022-10-29 Journal: Neural Computing & Applications [Category] COVID-19, [키워드] abnormality Accuracy acute respiratory syndrome assigned assist AUC average Bell-shape function can be used caused chest X-ray Classifier Combination Convolutional neural network coronavirus COVID COVID-19 COVID-19 detection CXR dataset datasets deep learning detect diagnosis of COVID-19 disease Ensemble learning evaluate Experimental result Final identify Inverted Lungs novel Radiography researcher ROC SARS-CoV-2 Spread the disease trained model transfer viral disease X-ray [DOI] 10.1007/s00521-021-06737-6 PMC 바로가기 [Article Type] S.I.: AI-based e-diagnosis
Comparing machine learning algorithms for predicting COVID-19 mortalityResearch Published on 2022-01-042022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] COVID-19, [키워드] Accuracy Admission age alanine aminotransferase Algorithm artificial intelligence Ayatollah calculated can be used characteristic Clinicians Confusion coronavirus coronavirus disease COVID-19 COVID-19 mortality deaths demonstrated Dyspnea eligible patient Experimental result facilitate high risk hospitalized patient hospitalized patients ICU admission information interquartile Intervention Iran lowest machine machine learning machine learning algorithm men Metrics Mortality Oxygen therapy Platelet Precision predict Prediction hospital mortality Predictive predictive models predictor predictors random Result risk of death ROC sensitivity specificity study participant survivor the median the patient women [DOI] 10.1186/s12911-021-01742-0 PMC 바로가기 [Article Type] Research
Comparing machine learning algorithms for predicting COVID-19 mortalityResearch Published on 2022-01-042022-10-27 Journal: BMC Medical Informatics and Decision Making [Category] Coronavirus, COVID-19, SARS, [키워드] Accuracy Admission age alanine aminotransferase Algorithm artificial intelligence Ayatollah calculated can be used characteristic Clinicians Confusion coronavirus coronavirus disease COVID-19 COVID-19 mortality deaths demonstrated Dyspnea eligible patient Experimental result facilitate high risk hospitalized patient hospitalized patients ICU admission information interquartile Intervention Iran lowest machine machine learning machine learning algorithm men Metrics Mortality Oxygen therapy Platelet Precision predict Prediction hospital mortality Predictive predictive models predictor predictors random Result risk of death ROC sensitivity specificity study participant survivor the median the patient women [DOI] 10.1186/s12911-021-01742-0 PMC 바로가기 [Article Type] Research
Automatic Segmentation of Novel Coronavirus Pneumonia Lesions in CT Images Utilizing Deep-Supervised Ensemble Learning NetworkMedicine Published on 2022-01-032022-10-31 Journal: Frontiers in Medicine [Category] COVID-19, [키워드] alleviate annotation annotations assist Automatic Coronavirus pneumonia COVID-19 COVID-19 lesion segmentation dataset deep learning deep-supervised ensemble learning network Diagnosis Effectiveness experiment Experimental result feature Image indicated intersection over union learning lesion living environment Local local and global features network novel coronavirus disease novel coronavirus pneumonia overcome overfitting Quantitative Segmentation Spread transfer transfer learning Treatment under CT imaging [DOI] 10.3389/fmed.2021.755309 PMC 바로가기 [Article Type] Medicine
A Covid-19’s integrated herd immunity (CIHI) based on classifying people vulnerabilityResearch article Published on 2022-01-012022-10-05 Journal: Computers in biology and medicine [Category] 변종, [키워드] Accuracy affected applicability Asymptomatic classification COVID-19 Critical dataset DBCS diagnosing distance Efficiency Experimental result Feature selection Herd hybrid identify Immunity individual infect Infection KNN lack measure one individual pandemic Patient phase Precaution predicted provide Safe Selection severity Spread Strategy susceptibility Symptom symptomatic and asymptomatic the disease virus were infected [DOI] 10.1016/j.compbiomed.2021.105112 [Article Type] Research article
COFE-Net: An ensemble strategy for Computer-Aided Detection for COVID-19Research article Published on 2022-01-012022-10-05 Journal: Measurement [Category] 치료기술, [키워드] adjust adopted Analysis approach Biomedical measurement chest X-ray Classifier Classifier fusion CNN CNNs COFE-Net Combination confidence score COVID COVID-19 COVID-19 detection CT scan CXR dataset deep learning detect detection Effectiveness Efficacy Ensemble Experimental result Fuzzy integral help inception learning network Neural practitioners professional robust Support the disease therapy Volume [DOI] 10.1016/j.measurement.2021.110289 [Article Type] Research article