COVID-DAI: A novel framework for COVID-19 detection and infection growth estimation using computed tomography imagesCOVID-DAI: 컴퓨터 단층 촬영 이미지를 사용한 COVID-19 감지 및 감염 성장 추정을 위한 새로운 프레임워크Article Published on 2022-06-012022-09-11 Journal: Microscopy research and technique [Category] 변종, 치료기술, [키워드] affecting Alpha Analysis approach assist Beta calculate can not classification complex complicate computation Computed tomography coronavirus COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 segmentation COVIDx dataset datasets Delta DenseNet-77 Diagnosis Efficacy ENhance evaluated example Frame framework Gamma growth healthy healthy samples high mortality rate Infection infection growth estimation. Initially introduced module other disease other diseases overcome parameters Patient patients performed pneumonia images predict Prevent Quantitative reducing risk of death robust Segmentation severity similarity the patient Time frame Treatment UNET variants Variation virus was performed [DOI] 10.1002/jemt.24088 PMC 바로가기 [Article Type] Article
Vulture-Based AdaBoost-Feedforward Neural Frame Work for COVID-19 Prediction and Severity Analysis SystemVulture-Based AdaBoost-Feedforward Neural Frame Work for COVID-19 예측 및 심각도 분석 시스템Article Published on 2022-06-012022-09-11 Journal: Interdisciplinary sciences, computational life sci [Category] COVID19(2023년), SARS, 치료기술, [키워드] Accuracy affected Affected part tracking Analysis chest X-ray Chest X-ray image Chest X-ray images complexity COVID COVID-19 COVID-19 disease COVID-19 severity death deep learning develop disease early stage error rate Feature extraction human body humans identify initial involved machine learning mechanism Neural offer prediction reduce required Research researcher risk Segmentation severity Severity analysis. spread of COVID-19 System virus Vulture work X-ray [DOI] 10.1007/s12539-022-00505-3 PMC 바로가기 [Article Type] Article
A Secure Artificial Intelligence-Enabled Critical Sars Crisis Management Using Random Sigmoidal Artificial Neural Networks무작위 S자형 인공 신경망을 사용한 안전한 인공 지능 지원 Critical Sars 위기 관리Article Published on 2022-05-042022-09-11 Journal: Frontiers in Public Health [Category] COVID19(2023년), SARS, 치료기술, [키워드] acute respiratory syndrome acute respiratory syndrome coronavirus acute respiratory syndrome coronavirus 2 analyzed approach approaches artificial artificial intelligence block-matching filter collected common cold Compact compact entropy rate superpixel Complete component coronavirus COVID-19 COVID-19 patient COVID-19 patients crisis diagnose diagnosing Diagnosis effective Entropy false-negative Feature selection flu Gradient group Health healthcare help highlighting histogram histogram equalization histogram of gradient identify illness network Neural pandemic PCA performed Practitioner principal Principal component principal component analysis Random Sigmoidal Artificial Neural Networks Rate RT-PCR RT-PCR test SARS-CoV-2 SARS-CoV-2 viral infection Segmentation severe acute respiratory syndrome Coronavirus severe acute respiratory syndrome coronavirus 2 suggested Symptom the disease viral infection [DOI] 10.3389/fpubh.2022.901294 PMC 바로가기 [Article Type] Article
Contour-enhanced attention CNN for CT-based COVID-19 segmentationResearch article Published on 2022-05-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Attention Automatic chest CT scan clinical care CNN Context coronavirus COVID-19 datasets Decoder deep learning effective evaluated feature fusion healthcare High-resolution information Morphological pandemic recall Research Segmentation similarity tissue [DOI] 10.1016/j.patcog.2022.108538 [Article Type] Research article
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
Semantic segmentation of COVID-19 lesions with a multiscale dilated convolutional network멀티 스케일 확장 된 컨볼 루션 네트워크를 사용한 Covid-19 병변의 시맨틱 세분화Article Published on 2022-02-032022-09-01 Journal: Scientific Reports [Category] MERS, 진단, 치료기술, [키워드] aggregate Automatic automatic detection average best capture clinical analysis Computed tomography Computer science COVID-19 COVID-19 patient dataset Diagnosis Dice facilitate feature Features Follow-up Image processing information lesion lesions machine learning medium reduce Research Segmentation sensitivity similarity tissue tissues union [DOI] 10.1038/s41598-022-05527-x PMC 바로가기 [Article Type] Article
Review and classification of AI-enabled COVID-19 CT imaging models based on computer vision tasks컴퓨터 비전 작업에 기반한 AI 지원 COVID-19 CT 영상 모델 검토 및 분류Review Published on 2022-02-012022-09-11 Journal: Computers in biology and medicine [Category] COVID19(2023년), SARS, 진단, 치료기술, [키워드] 2019 Analysis analyzed article artificial intelligence assist Baidu categorization classification clinical implications collected computer vision Computerized tomography coronavirus disease COVID-19 COVID-19 classification COVID-19 detection COVID-19 diagnosis database databases diagnosing Diagnosis Diagnostic method Google Google Scholar Image segmentation Image segmentation. information Kaggle MOST reported required Research review Segmentation selected significantly Web of Science X-ray [DOI] 10.1016/j.compbiomed.2021.105123 PMC 바로가기 [Article Type] Review
One Shot Model For The Prediction of COVID-19 And Lesions Segmentation In Chest CT Scans Through The Affinity Among Lesion Mask FeaturesResearch article Published on 2022-02-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] affinities affinity association chest CT scan computer vision COVID-19 dataset feature image classification lesion Mask mean average precision Model object detection Object segmentation Pneumonia prediction Segmentation sensitivity true negative [DOI] 10.1016/j.asoc.2021.108261 [Article Type] Research article
COVID-19 Mask Usage and Social Distancing in Social Media Images: Large-scale Deep Learning Analysis소셜 미디어 이미지에서 COVID-19 마스크 사용 및 사회적 거리두기: 대규모 딥 러닝 분석Original Paper Published on 2022-01-182022-09-10 Journal: JMIR Public Health and Surveillance [Category] SARS, 치료기술, [키워드] adoption affected analyzed applied average black BLM Boston classification collected correlation correlations COVID-19 COVID-19 cases Critical deep deep learning difference directional dropped Effect Efficacy evaluated event events examined Face mask Face masks Government greater help increase Increases individual Intervention lack learning lockdown Mask mask detection Mask mandates Masked face Masks matter Measures media methodology New Orleans New York New York City nonpharmaceutical intervention Nonpharmaceutical interventions objective pandemic physical positive preventive measure preventive measures provide public health representing Result Safety measures Seattle Segmentation seriousness significant changes in significant increase social distancing social media social media analysis Surveillance the United State The United States transmission route United States Usage [DOI] 10.2196/26868 PMC 바로가기 [Article Type] Original Paper
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