Personalized Assistance for Patients with Chronic Diseases Through Multi-Level Distributed Healthcare Process Assessment. - Liubov Elkhovskaya; Maxim Kabyshev; Anastasia A. Funkner; Marina Balakhontceva; Vladimir Fonin; Sergey V. Kovalchuk (pHealth, 2019)

Feature Engineering with Process Mining Technique for Patient State Predictions. - Liubov Elkhovskaya; Sergey V. Kovalchuk (ICCS (3), 2021)

COVID-19 Treatment Process Identification: A Case Study in Russian Hospital for Cardiology. - Liubov Elkhovskaya; Sergey V. Kovalchuk; Ilya Potapov; Dmitrii Ovchinnikov (HEALTHINF, 2022)

Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes. - Liubov O. Elkhovskaya; Alexander D. Kshenin; Marina A. Balakhontceva; Sergey V. Kovalchuk (CoRR, 2022)

Extending Process Discovery with Model Complexity Optimization and Cyclic States Identification: Application to Healthcare Processes. - Liubov O. Elkhovskaya; Alexander D. Kshenin; Marina A. Balakhontceva; Mikhail V. Ionov; Sergey V. Kovalchuk (Algorithms, 2023)