Publications

363

Perspectives on the application of large language models in healthcare

Andreychenko A.E., Gusev A.V.

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371

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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401

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

Authors: None

Medical Technologies. Assessment and Choice
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291

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

Gusev AV, Kotlovskiy MYu.

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554

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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720

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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1 110

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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1 189

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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1 166

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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1 212

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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1 171

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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1 620

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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1 448

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

Gusev A.V., Rebrova O.Yu.

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1 412

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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1 278

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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1 512

Ethical problems in the development of artificial intelligence technologies in healthcare

Gusev A.V., Sharova D.E.

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1 309

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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1 524

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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1 055

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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1 648

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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1 494

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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1 624

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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1 830

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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2 258

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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1 762

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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1 371

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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1 861

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

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

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1 467

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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1 624

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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1 836

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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1 100

Artificial intelligence in the Healthcare of Russia. Laboratory Role

Authors: None

Laboratory Service
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2 019

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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1 662

Artificial intelligence on the doorstep of the laboratory

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

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1 911

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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2 418

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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2 485

Prospects for the use of big data in Russian healthcare

A. Gusev

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2 445

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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2 783

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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1 829

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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2 332

Predictors of endometriosis in infertility

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

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3 029

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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2 591

The role of artificial intelligence in predicting preterm birth

Ivshin AA, Boldina YuS, Gusev AV.

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3 725

Healthcare in the smartphone: the situation in Russia

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

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3 697

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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4 013

Predicting preeclampsia using artificial intelligence technologies

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

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3 222

Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy

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

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4 027

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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3 645

Ethics and digital: from problems to solutions

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

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3 953

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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3 896

Artificial intelligence on guard of reproductive health

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

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4 229

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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4 956

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

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

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4 400

Artificial intelligence: predictive analytics of perinatal risks

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

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4 757

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

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4 502

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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4 235

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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4 566

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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4 241

Feature Extraction Method from Electronic Health Records in Russia

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

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3 632

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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3 664

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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3 988

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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4 384

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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4 632

Artificial Intelligence in Medicine and Healthcare

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

INFORMATION SOCIETY* №4 2017
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4 110

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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4 631

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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