Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data

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Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data. / Khamzin, Svyatoslav; Dokuchaev, Arsenii; Bazhutina, Anastasia и др.
в: Frontiers in Physiology, Том 12, 753282, 14.12.2021.

Результаты исследований: Вклад в журнал › Статья › Рецензирование

BibTeX

@article{b2e330f16d4c437abc4715c65166fa23,

title = "Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data",

keywords = "cardiac modeling, cardiac resynchronization therapy, electrophysiology, heart failure, hybrid approach, machine learning, prediction, EXCITATION, CRT, DYSSYNCHRONY, HEART, INTELLIGENCE, RESYNCHRONIZATION THERAPY, ELECTROPHYSIOLOGY, VENTRICULAR LEAD IMPLANTATION, MAGNETIC-RESONANCE, DEFIBRILLATOR",

author = "Svyatoslav Khamzin and Arsenii Dokuchaev and Anastasia Bazhutina and Tatiana Chumarnaya and Stepan Zubarev and Tamara Lyubimtseva and Viktoria Lebedeva and Dmitry Lebedev and Viatcheslav Gurev and Olga Solovyova",

note = "Publisher Copyright: Copyright {\textcopyright} 2021 Khamzin, Dokuchaev, Bazhutina, Chumarnaya, Zubarev, Lyubimtseva, Lebedeva, Lebedev, Gurev and Solovyova.",

year = "2021",

month = dec,

day = "14",

doi = "10.3389/fphys.2021.753282",

language = "English",

volume = "12",

journal = "Frontiers in Physiology",

issn = "1664-042X",

publisher = "Frontiers Media S.A.",

}

RIS

TY - JOUR

T1 - Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data

AU - Khamzin, Svyatoslav

AU - Dokuchaev, Arsenii

AU - Bazhutina, Anastasia

AU - Chumarnaya, Tatiana

AU - Zubarev, Stepan

AU - Lyubimtseva, Tamara

AU - Lebedeva, Viktoria

AU - Lebedev, Dmitry

AU - Gurev, Viatcheslav

AU - Solovyova, Olga

PY - 2021/12/14

Y1 - 2021/12/14

KW - cardiac modeling

KW - cardiac resynchronization therapy

KW - electrophysiology

KW - heart failure

KW - hybrid approach

KW - machine learning

KW - prediction

KW - EXCITATION

KW - CRT

KW - DYSSYNCHRONY

KW - HEART

KW - INTELLIGENCE

KW - RESYNCHRONIZATION THERAPY

KW - ELECTROPHYSIOLOGY

KW - VENTRICULAR LEAD IMPLANTATION

KW - MAGNETIC-RESONANCE

KW - DEFIBRILLATOR

UR - http://www.scopus.com/inward/record.url?scp=85121850404&partnerID=8YFLogxK

UR - https://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcAuth=tsmetrics&SrcApp=tsm_test&DestApp=WOS_CPL&DestLinkType=FullRecord&KeyUT=000737529300001

UR - https://elibrary.ru/item.asp?id=47549916

U2 - 10.3389/fphys.2021.753282

DO - 10.3389/fphys.2021.753282

M3 - Article

AN - SCOPUS:85121850404

VL - 12

JO - Frontiers in Physiology

JF - Frontiers in Physiology

SN - 1664-042X

M1 - 753282

ER -

ID: 29207012