Building convolutional neural network parameters using genetic algorithm for the croup cough classification problem
Tài liệu tham khảo
Brewster, 2022, COVID-19–Associated croup in children, Pediatrics June, 149
Zhou, 2020, UNet++: redesigning skip connections to exploit multiscale features in image segmentation, IEEE Trans. Med. Imag., 39, 1856, 10.1109/TMI.2019.2959609
Dou, Q.; de Castro, D.C.; Kamnitsas, K.; Glocker, B. "Domain generalization via model-agnostic learning of semantic features",NIPS'19: Proceedings of the 33rd International Conference on Neural Information Processing Systems, Article No: 579, Pages 6450–6461, December 2019.
Li, 2012, Brief introduction of back propagation (BP) neural network algorithm and its improvement, vol. 169, 553
Davoudi, 2021, Evolving convolutional neural network parameters through the genetic algorithm for the breast cancer classification problem, Simulation, 97, 511, 10.1177/0037549721996031
Shirazi, 2016, Detection of cancer tumors in mammography images using support vector machine and mixed gravitational search algorithm, 98
Wu, 1993, Artificial neural networks in mammography: application to decision making in the diagnosis of breast cancer, Radiology, 187, 81, 10.1148/radiology.187.1.8451441
Nahato, 2015, Knowledge mining from clinical datasets using rough sets and backpropagation neural network, Comput. Math. Methods Med., 2015, 1, 10.1155/2015/460189
Ali, 2016, Breast cancer classification using support vector machine and neural network, Int. J. Sci. Res., 3, 1
Xie, 2017, Genetic CNN, 1388
Sun, 2020, Automatically designing CNN architectures using the genetic algorithm for image classification, IEEE Trans. Cybern., 50, 3840, 10.1109/TCYB.2020.2983860
12Montana, 1989, Training feedforward neural networks using genetic algorithms, vol. 1, 762
Kermany, 2018, Labeled optical coherence tomography (OCT) and chest X-ray images for classification, Mendeley Data
Rodney B. Boychuk, M.D., Drooling, Stridor, and a Barking Cough: Croup?? Radiology Cases in Pediatric Emergency Medicine Volume 1, Case 10 Kapiolani Medical Center For Women And Children University of Hawaii John A. Burns School of Medicine https://www.hawaii.edu/medicine/pediatrics/pemxray/v1c10.html.
Germaine L Defendi, MD, MS, FAAP Associate Clinical Professor, Department of Pediatrics, Olive View-UCLA Medical centre, https://emedicine.medscape.com/article/962972-overview.
Stanley, 2022, The Lecturio Medical Concept Library
Gaillard, F., Murphy, A. Croup. Reference article, Radiopaedia.org. (accessed on 19 May 2022) https://doi.org/10.53347/rID-1185.
Patel, 2017, A narrowing diagnosis: a rare cause of adult croup and literature review, Case Reports in Critical Care, 2017, 3, 10.1155/2017/9870762
ShobhitaSundaram, 2021
Kora Venu, 2021, Evaluation of deep convolutional generative adversarial networks for data augmentation of chest X-ray images, Future Internet, 13, 8, 10.3390/fi13010008
Radiuk, 2017, Impact of training set batch size on the performance of convolutional neural networks for diverse datasets, Inf. Technol. Manag. Sci., 20, 20
