LSTM model for predicting the daily number of asthma patients in Seoul, South Korea, using meteorological and air pollution data
Author:
Publisher
Springer Science and Business Media LLC
Subject
Health, Toxicology and Mutagenesis,Pollution,Environmental Chemistry,General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s11356-022-24956-9.pdf
Reference42 articles.
1. Akiba T, Sano S, Yanase T, Ohta T, Koyama M (2019) Optuna: a next-generation hyperparameter optimization framework, Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining 2623–2631
2. Anderson JP, Parikh JR, Shenfeld DK, Ivanov V, Marks C, Church BW, Laramie JM, Mardekian J, Piper BA, Willke RJ, Rublee DA (2015) Reverse engineering and evaluation of prediction models for progression to type 2 diabetes: an application of machine learning using electronic health records. J Diabetes Sci Technol 10:6–18. https://doi.org/10.1177/1932296815620200
3. Barros B, Lacerda P, Albuquerque C, Conci A (2021) Pulmonary COVID-19: learning spatiotemporal features combining CNN and LSTM networks for lung ultrasound video classification. Sensors (Basel) 2110.3390/s21165486
4. Bengio Y, Simard P, Frasconi P (1994) Learning long-term dependencies with gradient descent is difficult. IEEE Trans Neural Netw 5:157–166. https://doi.org/10.1109/72.279181
5. Chen Y, Kong D, Fu J, Zhang Y, Zhao Y, Liu Y, Chang Z, Liu Y, Liu X, Xu K, Jiang C, Fan Z (2022) Associations between ambient temperature and adult asthma hospitalizations in Beijing, China: a time-stratified case-crossover study. Respir Res 23:38. https://doi.org/10.1186/s12931-022-01960-8
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