Deep Fractional Max Pooling Neural Network for COVID-19 RecognitionPublic Health Published on 2021-08-102022-10-31 Journal: Frontiers in Public Health [Category] COVID-19, MERS, SARS, [키워드] addition Algorithm average average pooling community-acquired pneumonia Convolutional neural network coronavirus Coronavirus disease 2019 COVID-19 data augmentation dataset deep diagnose disease fractional max pooling healthy control help MAF Model model averaging network Neural new strain outperform overfitting pooling pulmonary tuberculosis Recognition reduce SPT triggered [DOI] 10.3389/fpubh.2021.726144 PMC 바로가기 [Article Type] Public Health
CovidXrayNet: Optimizing data augmentation and CNN hyperparameters for improved COVID-19 detection from CXRCovidXrayNet: CXR의 향상된 COVID-19 탐지를 위해 데이터 증강 및 CNN 하이퍼파라미터 최적화Article Published on 2021-06-012022-09-11 Journal: Computers in biology and medicine [Category] SARS, 진단, 치료기술, [키워드] Accuracy artificial artificial intelligence chest X-ray CNN Convolutional neural network coronavirus disease Coronavirus disease 2019 COVID-19 COVIDx CXR data augmentation dataset datasets diagnostic effective evaluated experiment group Hyperparameters. increase infected patient infected patients intelligence mitigate network Neural pandemic Pneumonia radiological residual Spread treated Visual [DOI] 10.1016/j.compbiomed.2021.104375 PMC 바로가기 [Article Type] 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
CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasksCLoDSA: 분류, 지역화, 감지, 의미론적 분할 및 인스턴스 분할 작업을 강화하기 위한 도구Software Published on 2019-06-132024-07-27 Journal: BMC Bioinformatics [Category] 말라리아, [키워드] classification data augmentation detection Multi-dimensional images Segmentation [DOI] 10.1186/s12859-019-2931-1 PMC 바로가기 [Article Type] Software
Role of social networks in shaping disease transmission during a community outbreak of 2009 H1N1 pandemic influenzaArticle Published on 2011-02-152023-06-14 Journal: Proceedings of the National Academy of Sciences of [Category] Fulltext, 신종인플루엔자, [키워드] bayesian statistics data augmentation Epidemiology Infectious diseases Mathematical modelling [DOI] 10.1073/pnas.1008895108 PMC 바로가기