Publications

1 871

Artificial intelligence in preclinical studies and clinical trials

Svechkareva IR, Gusev AV, Kolbin AS.

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1 055

Development and validation of machine learning models predicting hospitalizations of hypertensive patients over 12 months

Andreychenko A. E., Ermak A. D., Gavrilov D. V., Novitsky R. E., Drapkina O. M., Gusev A. V.

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1 120

The results of a retrospective study to evaluate efficiency of combined use of azilsartan medoxomil + amlodipine vs. perindopril + amlodipine in patients with various degrees of hypertension in relation to cardiovascular events (EDARGO-CV)

Efremova Yu.E., Kaftanov A.N., Gavrilov D.V., Arutyunov G.P.

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1 035

Formation of the market of software medical devices in the Russian Federation in 2007–2024: Practical results

Gusev A.V., Artemova O.R., Andreychenko A.E., Ivanov I.V.

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1 626

Methodology for assessing the quality of electronic medical records data

Andreychenko A.E., Kaftanov A.N., Gusev A.V.

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5 821

Integration of AI-based software as a medical device into Russian healthcare system: results of 2023

Gusev A.V., Artemova O.R., Vasiliev Y.A., Vladzymyrskyy A.V.

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2 181

Development, evaluation and validation of machine learning models to predict hospitalizations of patients with coronary artery disease within the next 12 months

Andrey D. Ermak, Denis V. Gavrilov, Roman E. Novitskiy, Alexander V. Gusev, Anna E. Andreychenko

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3 078

Perspectives on the application of large language models in healthcare

Andreychenko A.E., Gusev A.V.

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6 112

Development and testing of new methodical approaches for predicting cardiovascular events in healthy people using machine learning technology based on the «INTEREPID» international research

Mishkin IA, Koncevaya AV, Gusev AV, Saharov AA, Drapkina OM.

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2 760

Obesity grade I: a study of real clinical practice in the Russian Federation

Authors: None

Medical Technologies. Assessment and Choice
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5 861

Standardization of implementation of artificial intelligence medical software in terms of digital maturity level

Gusev AV, Kotlovskiy MYu.

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2 896

Ethical principles of the development of artificial intelligence systems for healthcare

Vasiliev Y.A., Gusev A.V., Mikhailova A.A., Sharova D.E., Arzamasov K.M., Vladzymyrskyy A.V.

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2 556

Development and validation of models to predict total and early-onset preeclampsia in the first trimester of pregnancy using machine learning algorithms

Andreychenko A.E., Luchinin A.S., Ivshin A.A., Ermak A.D., Novitskiy R.E., Gusev A.V.

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3 609

Results of the pilot implementation of artificial intelligence technologies in the healthcare system of the Yamalo-Nenets autonomous okrug

Olga V. BELORUS, Sergey A. TOKAREV, Maria G. ZAKHAROVA, Alexander V. GUSEV.

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3 252

Experience in the application of artificial intelligence technologies for the development of preventive health care on the example of the Kirov region. ManagerZdravoohranenia

Kurdyumov D.A., Kashin A.V., Ryabov N.Yu., Novitsky R.E., Gusev A.V.

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3 484

Short-term forecasting of mortality rates based on operational data using machine learning methods

Gusev A., Andreychenko A., Kotlovskii M., Tarasenko T., Deev I., & Kobiakova O.

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3 150

Prediction of cardiovascular events using proportional risk models and machine learning models: a systematic review

I.A Mishkin1,A.V. Kontsevaya,A.V Gusev,O. M. Drapkina

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2 926

Retrospective analysis of the prevalence of ischemic stroke and the appointment of anticoagulant therapy in patients with atrial fibrillation depending on the body mass index

Druzhilov M.A., Kuznetsova T.Yu., Druzhilova O.Yu., Tsarkova M.K., Gavrilov D.V., Gusev A.V.

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3 819

State registration of software as a medical device according to the rules of the Eurasian Economic Union (EAEU)

Gusev AV, Chizikov AA, Stolbov AP, Krivonosova OA.

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3 488

Survey of awareness and opinions of Russian healthcare managers on artificial intelligence

Gusev A.V., Rebrova O.Yu.

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3 772

Prevention of febrile neutropenia in oncological patients: real-world data

Sapozhnikov KV, Sorokina IV, Gusev AV, Sableva NA, Sokolova VD, Tolkacheva DG, Berezina AM.

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3 050

Atrial fibrillation and chronic kidney disease: main clinical characteristics of patients in selected subjects of the Russian Federation

Druzhilov M. A., Kuznetsova T. Yu., Druzhilova O. Yu.,Arustamova U.D., Gavrilov D.V., Gusev A.V.

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3 425

Ethical problems in the development of artificial intelligence technologies in healthcare

Gusev A.V., Sharova D.E.

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2 971

Analysis of Publication Activity and Research Trends in the Field of AI Medical Applications: Network Approach

Oleg E. Karpov, Elena N. Pitsik, Semen A. Kurkin, Vladimir A. Maksimenko, Alexander V. Gusev, Natali N. Shusharina and Alexander E. Hramov

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3 396

Artificial Intelligence on Guard of Reproductive Health

Aleksandr A. Ivshin, Juliia S. Boldina, Aleksandr V. Gusev, Aleksey S. Shtykov, Aleksey S. Vasilev.

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2 573

Сriteria for the applicability of computer vision for preventive studies on the example of chest x-ray and fluorography

K.M. Arzamasov , S.S. Semenov , D.Yu. Kokina , T.M. Bobrovskaya , N.A. Pavlov , Y.S. Kirpichev, A.E. Andreychenko, A.V. Vladzymyrskyy

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3 602

Аn analysis of global experience in regulations on the use of medical data for artificial intelligence systems development based on machine learning

Sharova D.E., Mikhailova A.A., Gusev A.V., Garbuk S.V., Vladzymyrskyy A.V., Vasilev Y.A.

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3 503

mHealth apps as a tool for the prevention of cardiovascular diseases.

Mishkin I.A., Gusev A.V., Kontsevaya A.V., Drapkina O.M.

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3 441

Extraction of medical data from electronic medical records using NLP algorithms

Аleksandr V. Gusev, Roman E. Novitskiy, Aleksandr A. Ivshin, Juliia S. Boldina, Аleksey S. Shtykov, Аleksey S. Vasilev

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3 942

Health Information System Maturity Assessment Methodology

Vladzimirsky A.V., Gusev A.V., Sharova D.E., Shulkin I.M., Popov A.A., Balashov M.K., Omelyanskaya O.V.,Vasilyev  Y.A.

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4 330

Informatization of healthcare in the Russian Federation: history and results of development

Gusev A.V., Vladzimirskii A.V., Golubev N.A., Zarubina T.V.

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3 829

Evolution of research and development in the field of artificial intelligence technologies for healthcare in the Russian Federation: results of 2021

Gusev A.V., Vladzymyrskyy A.V., Sharova D.E., Arzamasov K.M., Khramov A.E.

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3 537

Methodical approach and recommendations for scientific description of creation and validation of machine learning model

Gusev AV, Vladzymyrskyy AV, Gavrilenko GG.

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1 278

Implementing an Artificial Intelligence System in the Work of General Practitioner in the Yamalo-Nenets Autonomous Okrug: Pilot Cross-sectional Screening Observational Study

Zhdanova E.V., Rubtsova E.V.

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3 613

Electronic medical records as a source of real-world clinical data

Gusev AV, Zingerman BV, Tyufilin DS, Zinchenko VV.

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3 142

Predicting the subclinical carotid atherosclerosis in overweight and obese patients using a machine learning model

Gavrilov D.V., Kuznetsova T.Yu., Druzhilov M.A., Korsakov I.N., Gusev A.V.

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3 274

Verification of subclinical carotid atherosclerosis as part of risk stratification in overweight and obesity: the role of machine learning in the development of a diagnostic algorithm

Druzhilov M. A., Kuznetsova T. Yu., Gavrilov D. V., Gusev A. V.

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3 965

Sample Size Calculation for Clinical Trials of Medical Decision Support Systems with Binary Outcome. Sovremennye tehnologii v medicine

Rebrova O.Yu., Gusev A.V.

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2 672

Artificial intelligence in the Healthcare of Russia. Laboratory Role

Authors: None

Laboratory Service
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3 800

Development of a machine learning model to interpret the results of laboratory diagnostics in order to identify suspected diseases

Gusev AV, Gavrilenko GG, Gavrilov DV.

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3 723

Artificial intelligence on the doorstep of the laboratory

Evgina SA, Gusev AV, Shamanskiy MB, Godkov MA.

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3 737

Principles for building confidence in artificial intelligence systems for healthcare

Gusev A.V., Astapenko E.M., Ivanov I.V., Zarubina T.V., Kobrinskii B.A.

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4 557

Feasibility of using artificial intelligence in radiology (first year of Moscow experiment on computer vision)

Morozov S.P., Vladzymyrskyy A.V., Shulkin I.M., Ledikhova N.V., Arzamasov K.M., Andreychenko A.E., Logunova
T.A., Omelyanskaya O.V., Gusev A.

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4 724

Prospects for the use of big data in Russian healthcare

A. Gusev

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8 223

THE USE OF THE CLINICAL DECISION SUPPORT SYSTEM to control the accurateness of cardiovascular risk assessment for adult checkup

Aleksandr V. GUSEV, Sergey A. TOKAREV, Denis V. GAVRILOV, Tatiana Yu. KUZNETSOVA

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5 172

Global trends in the digital transformation of the healthcare industry

Pugachev P.S., Gusev A.V., Kobyakova O.S., Kadyrov F.N., Gavrilov D.V., Novitskii R.E., Vladzimirskii A.V.

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3 600

Improvement of cardiovascular risk assessment using machine learning methods

Gusev I.V., Gavrilov D.V., Novitsky R.E., Kuznetsova T.Yu., Boytsov S.A.

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4 557

Predictors of endometriosis in infertility

Ivshin A.A., Pogodin O.O., Gusev A.V.

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5 571

Machine learning based on laboratory data for disease prediction

Gusev A.V., Novitskiy R.E., Ivshin A.A., Alekseev A.A.

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4 745

The role of artificial intelligence in predicting preterm birth

Ivshin AA, Boldina YuS, Gusev AV.

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6 116

Healthcare in the smartphone: the situation in Russia

 Gusev A.V., Ivshin A.A., Vladzimirskiy A.V.

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9 328

COVID-19 pandemic prediction model based on machine learning in selected regions of the Russian Federation

D.V. Gavrilov, R.V. Abramov,  А.V. Kirilkina, А.А. Ivshin,   R.E. Novitskiy

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9 845

Predicting preeclampsia using artificial intelligence technologies

 A. A Ivshin, T. Z. Bagaudin, A.V. Gusev

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5 375

Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy

Pavlovskii V.V., Derevitskii I.V., Kovalchuk S.V.

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9 933

Prevalence of chronic kidney disease according to the CKD Epidemiology retrospective cohort study (Kirov city)

Batiushin M.M. , Kasimova I.S.,Gavrilov D.V. , Gysev A.V., Gulamov A.A.

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5 989

Ethics and digital: from problems to solutions

Arkhipov A.V., Gusev A.V., Orlova A.A.

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6 101

Retrospective analysis of electronic health records of patients with heart failure: the first Russian experience

Gilyarevsky S.R., Gavrilov D.V., Gusev A.V.

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6 138

Artificial intelligence on guard of reproductive health

A.A. Ivshin, T.Z. Bagaudin, A.V. Gusev

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6 343

Correctness of cardiovascular risk assessment in daily clinical practice

D.V. Gavrilov, A.V. Gusev, A.V. NIKULINA1, T.Yu. Kuznetsova, O.M. Drapkina

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11 086

Legal regulation of artificial intelligence software in healthcare in the Russian Federation

Gusev AV, Morozov SP, Kutichev VA, Novitsky RE.

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6 457

Artificial intelligence: predictive analytics of perinatal risks

Ivshin A.A., Gusev A.V., Novitskiy R.E.

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10 189

Predictive analytics technologies in the management of the COVID-19 pandemic

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6 878

Algorithm for forming a suspicion of a new coronavirus infection based on the analysis of symptoms for use in medical decision support systems

Gavrilov D.V., Kirilkina A. V.2, Serova L. M.

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6 116

CARDIOVASCULAR DISEASES PREDICTION BY INTEGRATED RISK FACTORS ASSESSMENT BY MEANS OF MACHINE LEARNING

D. Gavrilov; L. Serova, I. Korsakov,  A. Gusev, R. Novitsky, T. Kuznetsova

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6 431

Adapting neural network models to predict 10-year CVD development based on regional data calibration

I. Korsakov, D. Gavrilov, L. Serova, A. Gusev, R. Novitskiy, T. Kuznetsova

 

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6 299

Feature Extraction Method from Electronic Health Records in Russia

Gavrilov D., Gusev A., Korsakov I., Novitsky R., Serova L.

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5 422

Deep and machine learning models to improve risk prediction of cardiovascular disease using data extraction from electronic health records

Authors: Korsakov I., Gusev A., Kuznetsova T., Gavrilov D., Novitskiy R.

European Heart Journal • Volume 40 • Issue Supplement_1 • October 2019
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5 526

Prospects for the use of machine learning methods for predicting cardiovascular disease

Authors: Gusev A. V., Gavrilov D. V., Korsakov I. N., Serova L. M., Novitsky R. E., Kuznetsova T.Yu.

Information technologies for the Physician • №3 2019
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5 749

Artificial intelligence for cardiovascular risks assessment

Authors: Gusev A.V., Kuznetsova T.Yu., Korsakov I.N.

Journal of Telemedicine and E-Health • №3 2018
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6 048

The basic recommendations for the creation and development of information systems in health care based on artificial intelligence

Authors: Gusev A.V., Pliss M.A.

Information technologies for the Physician * №3 2018
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6 630

Artificial Intelligence in Medicine and Healthcare

Authors: Gusev A.V., Dobridnyuk S.L.

INFORMATION SOCIETY* №4 2017
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5 852

Prospects for neural networks and deep machine Learning in creating health solutions

Authors: Gusev A.V.

Information technologies for the Physician *№3 2017
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6 587

Clinical Decisions Support in medical information systems of a medical organization

Authors: Gusev A. V., Zarubina T. V.

Information technologies for the Physician * №2 2017
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