Publications

121

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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121

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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264

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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210

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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266

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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348

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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636

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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482

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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351

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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416

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

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

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351

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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479

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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612

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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373

Artificial intelligence in the Healthcare of Russia. Laboratory Role

Authors: None

Laboratory Service
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665

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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472

Artificial intelligence on the doorstep of the laboratory

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

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487

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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946

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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1 121

Prospects for the use of big data in Russian healthcare

A. Gusev

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1 166

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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1 297

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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788

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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1 084

Predictors of endometriosis in infertility

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

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1 651

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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1 461

The role of artificial intelligence in predicting preterm birth

Ivshin AA, Boldina YuS, Gusev AV.

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2 275

Healthcare in the smartphone: the situation in Russia

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

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2 484

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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2 476

Predicting preeclampsia using artificial intelligence technologies

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

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1 984

Hybrid Predictive Modelling for Finding Optimal Multipurpose Multicomponent Therapy

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

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2 625

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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2 414

Ethics and digital: from problems to solutions

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

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2 519

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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2 515

Artificial intelligence on guard of reproductive health

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

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2 925

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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3 409

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

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

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3 177

Artificial intelligence: predictive analytics of perinatal risks

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

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3 575

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

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3 113

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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3 064

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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3 264

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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3 013

Feature Extraction Method from Electronic Health Records in Russia

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

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2 486

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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2 514

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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2 799

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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3 118

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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3 191

Artificial Intelligence in Medicine and Healthcare

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

INFORMATION SOCIETY* №4 2017
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2 761

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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3 227

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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