Length of hospital stay prediction with an integrated approach of statistical-based fuzzy cognitive maps and artificial neural networks
Author:
Publisher
Springer Science and Business Media LLC
Subject
Computer Science Applications,Biomedical Engineering
Link
http://link.springer.com/content/pdf/10.1007/s11517-021-02327-9.pdf
Reference41 articles.
1. Mundt M, Thomsen W, Witter T, Koeppe A, David S, Bamer F, Potthast W, Markert B (2020) Prediction of lower limb joint angles and moments during gait using artificial neural networks. Med Biol Eng Comput 58(1):211–225. https://doi.org/10.1007/s11517-019-02061-3
2. Yavuz E, Eyupoglu C (2020) An effective approach for breast cancer diagnosis based on routine blood analysis features. Med Biol Eng Comput 58(7):1583–1601. https://doi.org/10.1007/s11517-020-02187-9
3. WHO (2007) Global surveillance, prevention and control of chronic respiratory diseases: a comprehensive approach. World Health Organization
4. Adeyemi S, Demir E, Chaussalet T (2013) Towards an evidence-based decision making healthcare system management: modelling patient pathways to improve clinical outcomes. Decis Support Syst 55(1):117–125. https://doi.org/10.1016/j.dss.2012.12.039
5. Nava R, Escalante-Ramirez B, Cristobal G, Estepar RS (2014) Extended Gabor approach applied to classification of emphysematous patterns in computed tomography. Med Biol Eng Comput 52(4):393–403. https://doi.org/10.1007/s11517-014-1139-9
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