Interpretation of Machine Learning Model Using Medical Record Visual Analytics
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Publisher
Springer Singapore
Link
https://link.springer.com/content/pdf/10.1007/978-981-16-8515-6_48
Reference21 articles.
1. Akmese OF, Dogan G, Kor H, Erbay H, Demir E (2020) The use of machine learning approaches for the diagnosis of acute appendicitis. Emerg Med Int 2020:1–8. https://doi.org/10.1155/2020/7306435
2. Budholiya K, Shrivastava SK, Sharma V (2020) An optimized XGboost based diagnostic system for effective prediction of heart disease. J King Saud Univ Comput Inf Sci. https://doi.org/10.1016/j.jksuci.2020.10.013
3. Carvalho DV, Pereira EM, Cardoso JS (2019) Machine learning interpretability: a survey on methods and metrics. Electronics 8(8):832. https://doi.org/10.3390/electronics8080832
4. Chen T, Guestrin C (2016) XGboost. In: Proceedings of the 22nd ACM SIGKDD international conference on knowledge discovery and data mining. https://doi.org/10.1145/2939672.2939785
5. Dissanayake T, Fernando T, Denman S, Sridharan S, Ghaemmaghami H, Fookes C (2020) A robust interpretable deep learning classifier for heart anomaly detection without segmentation. IEEE J Biomed Health Inf 1–1.https://doi.org/10.1109/jbhi.2020.3027910
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