Detection of COVID-19 findings by the local interpretable model-agnostic explanations method of types-based activations extracted from CNNsResearch article Published on 2022-01-012022-10-05 Journal: Biomedical Signal Processing and Control [Category] 치료기술, [키워드] Accuracy Activation Affect applied approach Bacterial Chest CT findings class CNN collected consequence consolidation COVID-19 dataset deep learning detection diagnosis of COVID-19 disease ground glass Ground glass opacity hospital Image processing individuals İstanbul Local Lower respiratory tract mapping Medical decision support system Pneumonia ResNet model selected suggested Viral pneumonia [DOI] 10.1016/j.bspc.2021.103128 [Article Type] Research article
A medical decision support system for predicting the severity level of COVID-19Original Article Published on 2021-03-042022-10-31 Journal: Complex & Intelligent Systems [Category] COVID-19, [키워드] Bayesian Care Combination confirmed case COVID-19 data-driven Data-driven Bayesian network DSS EBP Epidemic evaluated Evidence-based paired relationships Fuzzy cognitive map independent Map Medical decision support system pandemic Probability severity Severity level prediction Support Symptom the disease the patient [DOI] 10.1007/s40747-021-00312-1 PMC 바로가기 [Article Type] Original Article
A Novel Medical Diagnosis model for COVID-19 infection detection based on Deep Features and Bayesian OptimizationResearch article Published on 2020-12-012022-10-05 Journal: Applied Soft Computing [Category] 치료기술, [키워드] Accuracy Algorithm approach assist automatically Bayesian can be used causes Characteristics Chest X-ray image Classifier CNN CNNs conducted Convolution Coronavirus disease 2019 COVID-19 COVID-19 infection database deep Deep feature extraction deep learning detect disease Effect experiment f-score feature FIVE Infection machine learning Machine learning algorithms machine learning model Medical decision support system novel optimization Physicians Pneumonia positive COVID-19 provided public health radiologist reduced retrospective sensitivity specificity Spread Support SVM transfer were used Wuhan, China [DOI] 10.1016/j.asoc.2020.106580 [Article Type] Research article