A novel AI-based diagnostic model for pertussis pneumonia6200 Published on 2024-08-232024-09-05 Journal: Medicine [Category] update2024, [키워드] blood test KNN machine learning pertussis SVM XGBoost [DOI] 10.1097/MD.0000000000039457 PMC 바로가기 [Article Type] 6200
Artificial Intelligence (AI) and Nuclear Features from the Fine Needle Aspirated (FNA) Tissue Samples to Recognize Breast CancerArticle Published on 2024-08-192024-09-05 Journal: ISA transactions [Category] update2024, [키워드] Breast cancer Diagnosis FFNN FNA KNN machine learning Naïve Bayes Neural network nuclear features SVM [DOI] 10.3390/jimaging10080201 PMC 바로가기 [Article Type] Article
Rapid detection of lung cancer based on serum Raman spectroscopy and a support vector machine: a case-control studyResearch Published on 2024-07-022024-09-05 Journal: BMC Cancer [Category] update2024, [키워드] lung cancer Raman spectroscopy serum SVM [DOI] 10.1186/s12885-024-12578-y PMC 바로가기 [Article Type] Research
Automated sentiment analysis of visually impaired students’ audio feedback in virtual learning environmentsNeural Networks Published on 2024-06-242024-09-05 Journal: PeerJ Computer Science [Category] update2024, [키워드] Academic performance Artificial intelligence in education Audio feedback analysis CNN E-learning accessibility sentiment analysis SVM Visually impaired student [DOI] 10.7717/peerj-cs.2143 PMC 바로가기 [Article Type] Neural Networks
Sentiment analysis in multilingual context: Comparative analysis of machine learning and hybrid deep learning modelsarticle Published on 2023-09-192024-09-05 Journal: Heliyon [Category] update2024, [키워드] Bi-LSTM Conv1D e-commerce Hybrid deep learning LSTM NLP sentiment analysis SVM [DOI] 10.1016/j.heliyon.2023.e20281 PMC 바로가기 [Article Type] article
Classification of COVID-19 X-ray images using transfer learning with visual geometrical groups and novel sequential convolutional neural networksComputer Science Published on 2023-07-222024-09-05 Journal: MethodsX [Category] update2024, [키워드] deep learning LBP machine learning Novel sequential CNN in contrast to transfer learning using VGG16 and VGG19 SVM VGG16 VGG19 [DOI] 10.1016/j.mex.2023.102295 PMC 바로가기 [Article Type] Computer Science
COVID-19 Outbreak Forecasting Based on Vaccine Rates and Tweets ClassificationArticle Published on 2022-10-272022-11-16 Journal: Computational Intelligence and Neuroscience [Category] 치료기술, [키워드] affected Analysis applied caused classification Combination confirmed cases country COVID-19 disease early stage Effectiveness ENhance feature Forecasting glove Health healthcare help IMPROVE infected case introduced machine learning algorithm machine learning model outbreak public health Rate reliability resource spread of COVID-19 Surveillance SVM the disease Vaccine Vaccines virus spread [DOI] 10.1155/2022/4535541 PMC 바로가기
A wavelet-based deep learning pipeline for efficient COVID-19 diagnosis via CT slicesResearch article Published on 2022-10-012022-10-05 Journal: Applied Soft Computing [Category] 진단, 치료기술, [키워드] Accuracy analyzed approach artificial intelligence Classifier classifiers CNN Combination complex computed tomography (CT) Convolutional neural networks COVID-19 COVID-19 diagnosis CT scan dataset deep learning demonstrated diagnosing Diagnosis diagnosis of COVID-19 diagnostic Discrete wavelet transform (DWT) disease effective Efficiency ENhance facilitate feature Final heatmap help IMPROVE information Initially majority Novel coronavirus outcomes Prevent radiologist reduce Resnet spatial information Support SVM therapeutic tomography transfer [DOI] 10.1016/j.asoc.2022.109401 [Article Type] Research article
RESCOVIDTCNnet: A residual neural network-based framework for COVID-19 detection using TCN and EWT with chest X-ray imagesResearch article Published on 2022-10-012022-10-05 Journal: Sensors (Basel, Switzerland) [Category] 치료기술, [키워드] Accuracy Algorithm ANN approach Chest chest X-ray Chest X-ray image COVID COVID-19 COVID-19 diagnosis death deep learning diagnose Diagnosis early stage EWT Features filtered healthy controls Patient Pneumonia Pre-trained CNN methods: Inception-V3 & Resnet-50 radiologist Research suggested Support SVM TCN transfer were used X-ray Lung images [DOI] 10.1016/j.eswa.2022.117410 [Article Type] Research article
Voice Features of Sustained Phoneme as COVID-19 BiomarkerArticle Published on 2022-09-202022-11-15 Journal: IEEE Journal of Translational Engineering in Healt [Category] SARS, 바이오마커, 변종, 치료기술, [키워드] Accuracy Analysis analyzed Biomarker can be used COVID-19 COVID-19 infection COVID-19 pandemic COVID-19 patient cross-sectional detect develop effective Effectiveness feature Features healthy healthy subject hospital identify investigated key factor lung Medicine muscle noninvasive people with COVID-19 Phoneme Prevent recorded respiratory tract screening procedure significant respiratory symptoms stability statistical analysis statistically Support support vector machine sustained sustained phoneme SVM Symptoms the disease Transmission treat variant virus voice voice features. Volume [DOI] 10.1109/JTEHM.2022.3208057 PMC 바로가기