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Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox.

O. Metsker, S. Kesarev, E. Bolgova, K. Golubev, A. Karsakov, A. Yakovlev, and S. Kovalchuk. ICCS (5), volume 11540 of Lecture Notes in Computer Science, page 674-680. Springer, (2019)

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G. Daiß

G. Wagner

Dr. Guido Reina University of Stuttgart

Dipl.-Ing. Benjamin Greiner University of Stuttgart

Joachim Groß

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Simulation of Patients Flow in Multiple Healthcare Units using Process and Data Mining Techniques for Model Identification.S. Kovalchuk, A. Funkner, O. Metsker, and A. Yakovlev. CoRR, (2017)Graph-Based Predictive Modelling of Chronic Disease Development: Type 2 DM Case Study.I. Derevitskii, A. Funkner, O. Metsker, and S. Kovalchuk. pHealth, volume 261 of Studies in Health Technology and Informatics, page 150-155. IOS Press, (2019)Echocardiography Population Study in Russian Federation for 4P Medicine Using Machine Learning.O. Metsker, A. Yakovlev, A. Ilin, and S. Kovalchuk. pHealth, volume 261 of Studies in Health Technology and Informatics, page 137-142. IOS Press, (2019)Machine Learning Based Text Mining in Electronic Health Records: Cardiovascular Patient Cases.S. Sikorskiy, O. Metsker, A. Yakovlev, and S. Kovalchuk. ICCS (3), volume 10862 of Lecture Notes in Computer Science, page 818-824. Springer, (2018)Modelling and Analysis of Complex Patient-Treatment Process Using GraphMiner Toolbox.O. Metsker, S. Kesarev, E. Bolgova, K. Golubev, A. Karsakov, A. Yakovlev, and S. Kovalchuk. ICCS (5), volume 11540 of Lecture Notes in Computer Science, page 674-680. Springer, (2019)Holistic Monitoring and Analysis of Healthcare Processes Through Public Internet Data Collection.O. Metsker, S. Sikorskiy, A. Semakova, A. Krikunov, M. Balakhontceva, N. Melnikova, and S. Kovalchuk. INSCI Workshops, volume 11551 of Lecture Notes in Computer Science, page 42-50. Springer, (2018)Towards management of complex modeling through a hybrid evolutionary identification.S. Kovalchuk, O. Metsker, A. Funkner, I. Kisliakovskii, N. Nikitin, A. Kalyuzhnaya, D. Vaganov, and K. Bochenina. GECCO (Companion), page 255-256. ACM, (2018)Dynamic Features Impact on the Quality of Chronic Heart Failure Predictive Modelling.K. Balabaeva, S. Kovalchuk, and O. Metsker. pHealth, volume 261 of Studies in Health Technology and Informatics, page 179-184. IOS Press, (2019)A Conceptual Approach to Complex Model Management with Generalized Modelling Patterns and Evolutionary Identification.S. Kovalchuk, O. Metsker, A. Funkner, I. Kisliakovskii, N. Nikitin, A. Kalyuzhnaya, D. Vaganov, and K. Bochenina. Complexity, (2018)