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PhD in Engineering, Senior Data Scientist at National Research University ITMO

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Works (23)

Development of a VTE Prediction Model Based on Automatically Selected Features in Glioma Patients

2024 | Book chapter
DOI: 10.1007/978-3-031-63772-8_34
Contributors: Sergei Leontev; Maria Simakova; Vitaly Lukinov; Konstantin Pishchulov; Ilia Derevitskii; Levon Abramyan; Alexandra Vatian
Source: check_circle
Crossref

Graph-Based Data Representation and Prediction in Medical Domain Tasks Using Graph Neural Networks

2024 | Book chapter
DOI: 10.1007/978-3-031-63772-8_32
Contributors: Vdovkina Sofiia; Derevitskii Ilya; Abramyan Levon; Vatian Aleksandra
Source: check_circle
Crossref

Predictors of Carbohydrate Metabolism Disorders and Lethal Outcome in Patients after Myocardial Infarction: A Place of Glucose Level

Journal of Personalized Medicine
2023-06-14 | Journal article
DOI: 10.3390/jpm13060997
Contributors: Yulia Kononova; Levon Abramyan; Ilia Derevitskii; Alina Babenko
Source: check_circle
Crossref
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Hybrid Modeling for Predicting Inpatient Treatment Outcome: COVID-19 Case

Computational Science – ICCS 2022
2022 | Book chapter | Author
DOI: 10.1007/978-3-031-08757-8_10
Part of ISBN: 9783031087561
Part of ISBN: 9783031087578
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Simon Usoltcev; Ilia Derevitskii
Source: Self-asserted source
Ilia Derevitskii
grade
Preferred source (of 2)‎

Association between adipokines and cardiac remodeling in obese patients in preclinical heart failure

Meditsinskiy sovet = Medical Council
2022-10-12 | Journal article
DOI: 10.21518/2079-701X-2022-16-17-80-91
Contributors: E. A. Lyasnikova; G. A. Matveev; T. I. Golikova; I. V. Derevitskii; A. V. Fedorov; E. Yu. Vasilyeva; A. Yu. Babenko
Source: check_circle
Crossref

Hybrid genetic predictive modeling for finding optimal multipurpose multicomponent therapy

Journal of Computational Science
2022-09 | Journal article
DOI: 10.1016/j.jocs.2022.101772
Part of ISSN: 1877-7503
Contributors: Vladislav V. Pavlovskii; Ilia V. Derevitskii; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Hybrid Bayesian Network-Based Modeling: COVID-19-Pneumonia Case

Journal of Personalized Medicine
2022-08-17 | Journal article
DOI: 10.3390/jpm12081325
Part of ISSN: 2075-4426
Contributors: Ilia Vladislavovich Derevitskii; Nikita Mramorov; Simon Dmitrievich Usoltsev; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Application of Machine Learning Methods to Analyze Occurrence and Clinical Features of Ascending Aortic Dilatation in Patients with and without Bicuspid Aortic Valve

Journal of Personalized Medicine
2022-05-14 | Journal article | Author
DOI: 10.3390/jpm12050794
Part of ISSN: 2075-4426
Contributors: Olga Irtyuga; Georgy Kopanitsa; Anna Kostareva; Oleg Metsker; Vladimir Uspensky; Gordeev Mikhail; Giuseppe Faggian; Giunai Sefieva; Ilia Derevitskii; Anna Malashicheva et al.
Source: Self-asserted source
Ilia Derevitskii
grade
Preferred source (of 3)‎

Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability

Journal of Biomedical Informatics
2022-03 | Journal article
DOI: 10.1016/j.jbi.2022.104013
Part of ISSN: 1532-0464
Contributors: Sergey V. Kovalchuk; Georgy D. Kopanitsa; Ilia V. Derevitskii; Georgy A. Matveev; Daria A. Savitskaya
Source: Self-asserted source
Ilia Derevitskii

Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy

Computational Science – ICCS 2021
2021 | Book chapter | Author
DOI: 10.1007/978-3-030-77967-2_40
Part of ISBN: 9783030779665
Part of ISBN: 9783030779672
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Vladislav Pavlovskiy; Ilia Derevitskii; Sergey Kovalchuk
Source: Self-asserted source
Ilia Derevitskii
grade
Preferred source (of 2)‎

Predictive Modeling for Decision Support in the Tasks of Selecting the Drug for Obesity Treatment

Procedia Computer Science
2021 | Journal article
DOI: 10.1016/j.procs.2021.10.038
Part of ISSN: 1877-0509
Contributors: Irina V. Zhukova; Ilia V. Derevitskii; Georgy A. Matveev; Tatiana I. Golikova; Alina Yu. Babenko
Source: Self-asserted source
Ilia Derevitskii
grade
Preferred source (of 3)‎

Probabilistic graphical models for finding optimal multipurpose multicomponent therapy

Procedia Computer Science
2021 | Journal article
DOI: 10.1016/j.procs.2021.10.039
Part of ISSN: 1877-0509
Contributors: Vladislav V. Pavlovskii; Ilia V. Derevitskii; Daria A. Savitskaya
Source: Self-asserted source
Ilia Derevitskii

Prediction model for thyrotoxic atrial fibrillation: a retrospective study

BMC Endocrine Disorders
2021-12 | Journal article
DOI: 10.1186/s12902-021-00809-3
Part of ISSN: 1472-6823
Contributors: Daria Aleksandrovna Ponomartseva; Ilia Vladislavovich Derevitskii; Sergey Valerevich Kovalchuk; Alina Yurevna Babenko
Source: Self-asserted source
Ilia Derevitskii

Assessing Acceptance Level of a Hybrid Clinical Decision Support Systems

Applying the FAIR Principles to Accelerate Health Research in Europe in the Post COVID-19 Era
2021-11-18 | Book chapter
DOI: 10.3233/shti210802
Part of ISSN: 0926-9630
Part of ISSN: 1879-8365
Contributors: Georgy Kopanitsa; Ilia V. Derevitskii; Daria A. Savitskaya; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Predictive Modeling of COVID and non-COVID Pneumonia Trajectories

pHealth 2021
2021-10-27 | Book chapter
DOI: 10.3233/shti210582
Part of ISSN: 0926-9630
Part of ISSN: 1879-8365
Contributors: Nikita Mramorov; Ilya Derevitskii; Sergei Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Hybrid predictive modelling: Thyrotoxic atrial fibrillation case

Journal of Computational Science
2021-04 | Journal article
DOI: 10.1016/j.jocs.2021.101365
Part of ISSN: 1877-7503
Contributors: Ilia V. Derevitskii; Daria A. Savitskaya; Alina Yu. Babenko; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Computational approach for data-driven mining of upstream value-added structures

EAGE/AAPG Digital Subsurface for Asia Pacific Conference
2020 | Journal article
DOI: 10.3997/2214-4609.202075009
Contributors: N. Bukhanov; P. Trudkov; E. Vinogradova; I. Derevitskii; K. Balabaeva; A. Funkner; S. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii
grade
Preferred source (of 2)‎

Machine Learning-Based Predictive Modeling of Complications of Chronic Diabetes.

Procedia Computer Science
2020 | Journal article
DOI: 10.1016/j.procs.2020.11.029
Part of ISSN: 1877-0509
Contributors: Ilia V. Derevitskii; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Predictive Modelling of Weight -Loss-Therapy Results for Patients with Obesity.

Procedia Computer Science
2020 | Journal article
DOI: 10.1016/j.procs.2020.11.027
Part of ISSN: 1877-0509
Contributors: Ilia V. Derevitskii; Georgy A. Matveev; Elena Yu. Vasilieva; Alina Yu. Babenko; Anna E. Lutsenko
Source: Self-asserted source
Ilia Derevitskii

The Atrial Fibrillation Risk Score for Hyperthyroidism Patients

Lecture Notes in Computer Science
2020 | Book chapter
DOI: 10.1007/978-3-030-50423-6_37
Part of ISBN: 9783030504229
Part of ISBN: 9783030504236
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Ilya V. Derevitskii; Daria A. Savitskaya; Alina Y. Babenko; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii

Towards Modeling of Information Processing Within Business-Processes of Service-Providing Organizations

Lecture Notes in Computer Science
2020 | Book chapter
DOI: 10.1007/978-3-030-50371-0_49
Part of ISBN: 9783030503703
Part of ISBN: 9783030503710
Part of ISSN: 0302-9743
Part of ISSN: 1611-3349
Contributors: Sergey V. Kovalchuk; Anastasia A. Funkner; Ksenia Y. Balabaeva; Ilya V. Derevitskii; Vladimir V. Fonin; Nikita V. Bukhanov
Source: Self-asserted source
Ilia Derevitskii

Interrelations of components of metabolic syndrome with the level of the hormones involved in regulation of adipose tissue metabolism

"Arterial’naya Gipertenziya" ("Arterial Hypertension")
2020-03-31 | Journal article | Author
DOI: 10.18705/1607-419x-2019-25-6-639-652
Part of ISSN: 2411-8524
Part of ISSN: 1607-419X
Contributors: Alina Babenko; Georgii Matveev; Tatiana Golikova; Ilia Derevitskii; M. A. Kokina; Evgeny Shlyakhto
Source: Self-asserted source
Ilia Derevitskii
grade
Preferred source (of 3)‎

Analysis course of the disease of type 2 diabetes patients using Markov chains and clustering methods.

Procedia Computer Science
2019 | Journal article
DOI: 10.1016/j.procs.2019.08.186
Part of ISSN: 1877-0509
Contributors: Ilya V. Derevitskii; Sergey V. Kovalchuk
Source: Self-asserted source
Ilia Derevitskii
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