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

Svyatoslav Khamzin; Arsenii Dokuchaev; Anastasia Bazhutina; Tatiana Chumarnaya; Stepan Zubarev; Tamara Lyubimtseva; Viktoria Lebedeva; Dmitry Lebedev; Viatcheslav Gurev; Olga Solovyova

doi:10.3389/fphys.2021.753282

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

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

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3 引用（Scopus）

源语言	English
文章编号	753282
页数	21
期刊	Frontiers in Physiology
卷	12
DOI	https://doi.org/10.3389/fphys.2021.753282
州	Published - 14 12月 2021

ASJC Scopus subject areas

Physiology (medical)
Physiology

WoS ResearchAreas Categories

Physiology

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10.3389/fphys.2021.753282

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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",

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doi = "10.3389/fphys.2021.753282",

language = "English",

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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

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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 -

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

ASJC Scopus subject areas

WoS ResearchAreas Categories

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