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
COVIDetection-Net: A tailored COVID-19 detection from chest radiography images using deep learningResearch article Published on 2021-04-012022-10-05 Journal: The British journal of oral & maxillofacial surger [Category] 치료기술, [키워드] Accuracy Analysis automatic detection can be used carried Chest radiography collected Convolutional neural network Coronavirus disease 2019 COVID-19 COVID-19 pandemic dataset deep deep learning experiment Extensive feature Features extraction highest Infection learning matrix medical system operation Pneumonia Pneumonia bacterial Pneumonia viral Precision recall receiver ROC specificity support vector machine Virus Disease [DOI] 10.1016/j.ijleo.2021.166405 [Article Type] Research article
Computer-Aided Diagnosis of COVID-19 CT Scans Based on Spatiotemporal Information Fusion시공간 정보 융합 기반 COVID-19 CT 스캔의 컴퓨터 지원 진단Research Article Published on 2021-03-032022-09-10 Journal: Journal of Healthcare Engineering [Category] SARS, 진단, 치료기술, [키워드] Accuracy Analysis analyzed automatic detection auxiliary average classification collected contagious coronavirus coronavirus disease COVID-19 CT scan CT scans dataset Deep Learning Method diagnosed Diagnosis diagnosis of COVID-19 diagnostic disease False negative false negatives feature fusion help hysteresis information lung lung CT scan Lung CT scans MONITOR Non-COVID-19 nucleic acid nucleic acid testing pathogenic reduce Screen sensitivity spatiotemporal the patient [DOI] 10.1155/2021/6649591 PMC 바로가기 [Article Type] Research Article
Fast and Accurate Detection of COVID-19 Along With 14 Other Chest Pathologies Using a Multi-Level Classification: Algorithm Development and Validation Study다단계 분류를 사용하여 14개의 다른 흉부 병리와 함께 COVID-19의 빠르고 정확한 탐지: 알고리즘 개발 및 검증 연구Original Paper Published on 2021-02-102022-09-10 Journal: Journal of Medical Internet Research [Category] MERS, 치료기술, [키워드] Accuracy affected applied automatic detection average biomedical imaging build Care characteristic Chest chest X-ray classification Classifier Convolutional neural network COVID-19 data augmentation dataset deep learning detect detection development diagnosis of COVID-19 diagnostic disease Diseases Health Health care Health care system heart help Image in some lack lung Lungs objective Other reduce Research Result Spread training data transfer validation was used X-ray [DOI] 10.2196/23693 PMC 바로가기 [Article Type] Original Paper
A deep learning-based COVID-19 automatic diagnostic framework using chest X-ray imagesResearch article Published on 2021-01-012022-10-05 Journal: Biocybernetics and Biomedical Engineering [Category] 진단, 치료기술, [키워드] Accuracy affecting Algorithm automatic detection average Bacterial Belgium binary classification Canada Chest X-ray image Chest X-ray images chest X-ray radiographs China coronavirus country COVID COVID-19 deep learning detect diagnostic diagnostics disease detection effective facilitate generate Germany GPU Health healthy hospital Image processing India Iran Italy lung novel coronavirus disease pandemic Patient Pneumonia positive radiologist reduce robust screened Spain Spread Taiwan USA Viral pneumonia [DOI] 10.1016/j.bbe.2021.01.002 [Article Type] Research article
EMCNet: Automated COVID-19 diagnosis from X-ray images using convolutional neural network and ensemble of machine learning classifiersResearch article Published on 2020-12-222022-10-05 Journal: Informatics in Medicine Unlocked [Category] 치료기술, [키워드] Accuracy AdaBoost automated automatic detection Automatic diagnosis caused Chest X-ray images classifiers Convolutional neural network coronavirus disease COVID-19 COVID-19 diagnosis COVID-19 patient dataset detection systems develop Ensemble of classifiers False negative rate feature Features Healthcare system identify infected with COVID-19 machine learning classifier maintain Patient Precision random recall researchers Support X-ray X-ray images [DOI] 10.1016/j.imu.2020.100505 [Article Type] Research article
COVID-19 detection in radiological text reports integrating entity recognition개체 인식을 통합하는 방사선 텍스트 보고서의 COVID-19 탐지Article Published on 2020-12-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 치료기술, [키워드] Accuracy approach automatic detection automatically baseline best can be used Chest Chest CT clinician Computed tomography COVID-19 Diagnosis disorder entity experiment help information input integration language likelihood lung involvement Lungs machine learning machine learning approaches mutual information Named entity recognition natural natural language natural language processing offer overcome Patient PCR test predict presenting processing provided radiological radiological finding Radiological report Recognition SVM text Text classification with COVID-19 [DOI] 10.1016/j.compbiomed.2020.104066 PMC 바로가기 [Article Type] Article
[Advances in automatic detection technology for images of thin blood film of malaria parasite]Article Published on 2017-05-052024-08-27 Journal: Zhongguo Xue Xi Chong Bing Fang Zhi Za Zhi [Category] 말라리아, [키워드] automatic detection Image processing malaria parasite Microscopic diagnosis morphological analysis Thin blood film.