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
Performance Evaluation of Biozentech Malaria Scanner in Plasmodium knowlesi and P. falciparum as a New Diagnostic Toolarticle Published on 2021-04-302024-09-01 Journal: The Korean Journal of Parasitology [Category] 말라리아, [키워드] computer vision Diagnosis malaria P. falciparum Parasitemia Plasmodium knowlesi [Article Type] article
A deep learning approach to the screening of malaria infection: Automated and rapid cell counting, object detection and instance segmentation using Mask R-CNNArticle Published on 2021-03-312024-09-10 Journal: Comput Med Imaging Graph [Category] 말라리아, [키워드] computer vision Image analysis Malaria diagnosis Mask R-CNN. PMC 바로가기
COVID-19 Recognition Using Ensemble-CNNs in Two New Chest X-ray Databases두 개의 새로운 흉부 X선 데이터베이스에서 Ensemble-CNN을 사용한 COVID-19 인식Article Published on 2021-03-032022-09-12 Journal: Sensors (Basel, Switzerland) [Category] 진단, [키워드] Accuracy addition appearance approach carried collected data Community Comparisons computer vision Convolutional neural network COVID-19 COVID-19 infection database datasets deep learning effort Ensemble-CNNs evaluate New outperform protocols Recognition researcher resulting second X-ray X-ray scans [DOI] 10.3390/s21051742 PMC 바로가기 [Article Type] Article
Deep Learning applications for COVID-19Survey Paper Published on 2021-01-112022-10-30 Journal: Journal of Big Data [Category] COVID-19, [키워드] accelerate Answering computer computer vision COVID-19 COVID-19 pandemic COVID-19 research deep Deep Learning applications detection drug Epidemiology example Forecasting generalization help Image include intelligence interpretability language learning life Life Sciences limitation Limited literature review misinformation natural natural language processing prediction privacy processing provide Public repurposing Research Retrieval robotics Structure vision [DOI] 10.1186/s40537-020-00392-9 PMC 바로가기 [Article Type] Survey Paper
Deep Transfer Learning for COVID-19 Prediction: Case Study for Limited Data ProblemsCOVID-19 예측을 위한 심층 전이 학습: 제한된 데이터 문제에 대한 사례 연구Article Published on 2021-01-012022-09-11 Journal: Current medical imaging [Category] 치료기술, [키워드] Accuracy Analysis automated Automatic automatically best Chest chest X-ray Chest X-ray images chest X-rays classification Clinical practice CNN Community computer vision Convolution Convolutional neural networks coronavirus COVID-19 COVID-19 patient dataset deep Deep transfer learning detect develop Diagnosis diagnosis of COVID-19 Early detection Effectiveness helping highest Image analysis inception inceptioNetV3 inceptionResNetV2.. learning Limited not used performance performed problem Research the disease transfer was used X-ray [DOI] 10.2174/1573405616666201123120417 PMC 바로가기 [Article Type] Article
COVID-19 Control by Computer Vision Approaches: A SurveyImaging Published on 2020-09-292022-10-30 Journal: Ieee Access [Category] COVID-19, [키워드] artificial intelligence Care Community community effort complex computer computer vision contribute Control COVID-19 COVID-19 pandemic effective Health information knowledge New problem Research researcher resources review survey triggered vision [DOI] 10.1109/ACCESS.2020.3027685 PMC 바로가기 [Article Type] Imaging
Using 164 Million Google Street View Images to Derive Built Environment Predictors of COVID-19 CasesArticle Published on 2020-09-012022-10-29 Journal: International Journal of Environmental Research an [Category] COVID-19, SARS, [키워드] association big data built environment Characteristics computer vision contracting the virus COVID-19 COVID-19 cases detect determine disorder Effect Environment feature GIS Google Street View greater group help highlight Image Indicator less Local machine learning National neighborhood physical Poisson regression model resource risk social distancing spread of COVID-19 with COVID-19 [DOI] 10.3390/ijerph17176359 PMC 바로가기 [Article Type] Article
Remotely Sensed Imagery for Early Detection of Respiratory Disease in Pigs: A Pilot StudyArticle Published on 2020-03-092023-08-29 Journal: Animals : an Open Access Journal from MDPI [Category] E형 간염, [키워드] animal health animal monitoring computer vision imagery Physiological changes Symptoms [DOI] 10.3390/ani10030451 PMC 바로가기 [Article Type] Article
Evaluation of the Parasight Platform for Malaria Diagnosisarticle Published on 2017-03-312024-09-01 Journal: Journal of Clinical Microbiology [Category] 말라리아, [키워드] computer vision Diagnosis machine learning malaria [Article Type] article