Machine Learning Prediction of Cardiac Resynchronisation Therapy Response From Combination of Clinical and Model-Driven Data
Khamzin, Svyatoslav, Dokuchaev, Arsenii, Bazhutina, Anastasia, Chumarnaya, Tatiana, Zubarev, Stepan, Lyubimtseva, Tamara, Lebedeva, Viktoria, Lebedev, Dmitry, Gurev, Viatcheslav, Solovyova, Olga
Published in Frontiers in physiology (14.12.2021)
Published in Frontiers in physiology (14.12.2021)
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Journal Article
Combination of personalized computational modeling and machine learning for optimization of left ventricular pacing site in cardiac resynchronization therapy
Dokuchaev, Arsenii, Chumarnaya, Tatiana, Bazhutina, Anastasia, Khamzin, Svyatoslav, Lebedeva, Viktoria, Lyubimtseva, Tamara, Zubarev, Stepan, Lebedev, Dmitry, Solovyova, Olga
Published in Frontiers in physiology (11.07.2023)
Published in Frontiers in physiology (11.07.2023)
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Journal Article
ECG Adapted Fastest Route Algorithm to Localize the Ectopic Excitation Origin in CRT Patients
Potyagaylo, Danila, Chmelevsky, Mikhail, van Dam, Peter, Budanova, Margarita, Zubarev, Stepan, Treshkur, Tatjana, Lebedev, Dmitry
Published in Frontiers in physiology (11.03.2019)
Published in Frontiers in physiology (11.03.2019)
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Journal Article
Fusion Imaging of Non-Invasive and Invasive Cardiac Electroanatomic Mapping in Patients with Ventricular Ectopic Beats: A Feasibility Analysis in a Case Series
Muça, Matilda, Zubarev, Stepan, Bastian, Dirk, Walaschek, Janusch, Buia, Veronica, Rittger, Harald, Dokuchaev, Arsenii, Bayer, Thomas, Vitali-Serdoz, Laura
Published in Diagnostics (Basel) (01.03.2024)
Published in Diagnostics (Basel) (01.03.2024)
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Journal Article
Noninvasive Electrocardiographic Imaging with Magnetic Resonance Tomography in Candidates for Cardiac Resynchronization Therapy
Zubarev, Stepan, Chmelevsky, Mikhail, Potyagaylo, Danila, Budanova, Margarita, Trukshina, Maria, Rud, Sergey, Ryzhkov, Anton, Lebedev, Dmitry, Stepan, Zubarev
Published in 2019 Computing in Cardiology (CinC) (01.09.2019)
Published in 2019 Computing in Cardiology (CinC) (01.09.2019)
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Conference Proceeding
Abstract 12106: Electrocardiographic Imaging Accuracy and Coherence Between Two Different Systems
Parreira, Leonor, Carmo, Pedro, Mesquita, Dinis, Marinheiro, Rita, Marques, Lia, Mancelos, Sofia, Hitchen, Rebecca, Ferreira, Antonio, Chmelevsky, Mikhail, Zubarev, Stepan, Araujo Goncalves, Pedro, Marques, Hugo, Adragao, Pedro
Published in Circulation (New York, N.Y.) (08.11.2022)
Published in Circulation (New York, N.Y.) (08.11.2022)
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Journal Article
B-PO05-009 COMBINATION OF CLINICAL DATA AND PERSONALIZED VENTRICULAR MODEL SIMULATIONS FOR CARDIAC RESYNCHRONIZATION THERAPY OUTCOME PREDICTION
Rokeakh, Roman, Bazhutina, Anastasia, Khamzin, Svyatoslav, Dokuchaev, Arsenii, Chumarnaya, Tatiana, Zubarev, Stepan, Lyubimtseva, Tamara, Lebedeva, Viktoria, Lebedev, Dmitry, Solovyova, Olga
Published in Heart rhythm (01.08.2021)
Published in Heart rhythm (01.08.2021)
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Journal Article
PO-06-043 FIRST RESULTS FROM CARDIAC RESYNCHRONIZATION THERAPY DELIVERY GUIDED BY NON-INVASIVE ELECTRICAL AND VENOUS ANATOMY ASSESSMENT (CRT-DRIVE) CLINICAL TRIAL
Chmelevsky, Mikhail, Friedman, Daniel J., Lopez, Margarida Pujol, Mont, Lluis, Kollias, Georgios, Pürerfellner, Helmut, Özkartal, Tardu, Zubarev, Stepan, Budanova, Margarita, Khamzin, Svyatoslav, Dokuchaev, Arsenii, Bazhutina, Anastasia, Sinitca, Aleksandr, Rainer, Werner, Auricchio, Angelo
Published in Heart rhythm (01.05.2024)
Published in Heart rhythm (01.05.2024)
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Journal Article
His-Optimized Cardiac Resynchronization Therapy With Ventricular Fusion Pacing for Electrical Resynchronization in Heart Failure
Zweerink, Alwin, Zubarev, Stepan, Bakelants, Elise, Potyagaylo, Danila, Stettler, Carine, Chmelevsky, Mikhail, Lozeron, Elise Dupuis, Hachulla, Anne-Lise, Vallée, Jean-Paul, Burri, Haran
Published in JACC. Clinical electrophysiology (01.07.2021)
Published in JACC. Clinical electrophysiology (01.07.2021)
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Journal Article
Non-invasive three-dimensional electrical activation mapping to predict cardiac resynchronization therapy response: site of latest left ventricular activation relative to pacing site
Parreira, Leonor, Tsyganov, Alexey, Artyukhina, Elena, Vernooy, Kevin, Tondo, Claudio, Adragao, Pedro, Ascione, Ciro, Carmo, Pedro, Carvalho, Salomé, Egger, Matthias, Ferreira, Antonio, Ghossein, Mohammed, Holm, Magnus, Kalinin, Vitaly, Malakhova, Maria, Meine, Mathias, Nunes, Silvia, Podolyak, Dmitry, Revishvili, Amiran, Shapieva, Albina, Stepanova, Vera, van Stipdonk, Antonius, Taymasova, Irina, Wouters, Philippe, Zubarev, Stepan, Leyva, Francisco, Auricchio, Angelo, Varma, Niraj
Published in Europace (London, England) (15.04.2023)
Published in Europace (London, England) (15.04.2023)
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Journal Article
Activation time at the left ventricular pacing site (QLV) relative to the actual site of latest activation—Implications for response to cardiac resynchronization therapy
Varma, Niraj, Parreira, Leonor, Tsyganov, Alexey, Artyukhina, Elena, Vernooy, Kevin, Tondo, Claudio, Ascione, Ciro, Carvalho, Salomé, Egger, Matthias, Holm, Magnus, Shapieva, Albina, van Stipdonk, Antonius, Taymasova, Irina, Zubarev, Stepan, Auricchio, Angelo
Published in Heart rhythm (01.08.2023)
Published in Heart rhythm (01.08.2023)
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Journal Article
Combination of lead-field theory with cardiac vector direction: ECG imaging of septal ventricular activation
Potyagaylo, Danila, Chmelevsky, Mikhail, Budanova, Margarita, Zubarev, Stepan, Treshkur, Tatjana, Lebedev, Dmitry
Published in Journal of electrocardiology (01.11.2019)
Published in Journal of electrocardiology (01.11.2019)
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Journal Article
Electrocardiographic imaging to guide ablation of ventricular arrhythmias and agreement between two different systems
Parreira, Leonor, Carmo, Pedro, Nunes, Silvia, Marinheiro, Rita, Mesquita, Dinis, Zubarev, Stepan, Chmelevsky, Mikhail, Hitchen, Rebecca, Ferreira, Antonio, Pinho, Joana, Marques, Lia, Chambel, Duarte, Amador, Pedro, Caria, Rui, Adragão, Pedro
Published in Journal of electrocardiology (01.09.2023)
Published in Journal of electrocardiology (01.09.2023)
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Journal Article
CI-452767-4 NON-INVASIVE 3D ELECTRICAL ACTIVATION MAPPING TO PREDICT CRT RESPONSE: SITE OF LATEST LV ACTIVATION RELATIVE TO PACING SITE
Parreira, Leonor, Tsyganov, Alexey, Artyukhina, Elena, Vernooy, Kevin, Tondo, Claudio, Adragao, Pedro, Ascione, Ciro, Carmo, Pedro, Carvalho, Maria, Egger, Matthias, Ferreira, António, Ghossein, Mohammed A., Holm, Magnus C., Kalinin, Vitaly, Malakhova, Maria, Meine, Mathias, Nunes, Sílvia, Podolyak, Dmitry, Revishvili, Amiran S., Shapieva, Albina, Stepanova, Vera, van Stipdonk, Antonius, Taymasova, Irina, Wouters, Philippe, Zubarev, Stepan, Leyva, Francisco, Auricchio, Angelo, Varma, Niraj
Published in Heart rhythm (01.05.2023)
Published in Heart rhythm (01.05.2023)
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Journal Article
Electrocardiographic imaging (ECGI): What is the minimal number of leads needed to obtain a good spatial resolution?
Parreira, Leonor, Carmo, Pedro, Adragao, Pedro, Nunes, Silvia, Soares, Ana, Marinheiro, Rita, Budanova, Margarita, Zubarev, Stepan, Chmelevsky, Mikhail, Pinho, Joana, Ferreira, Antonio, Cavaco, Diogo, Marques, Hugo, Goncalves, Pedro Araujo
Published in Journal of electrocardiology (01.09.2020)
Published in Journal of electrocardiology (01.09.2020)
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Journal Article
Non-invasive electrocardiographic imaging in patients with idiopathic premature ventricular contractions from the right ventricular outflow tract: New insights into arrhythmia substrate
Parreira, Leonor, Carmo, Pedro, Adragão, Pedro, Pinho, Joana, Budanova, Margarita, Zubarev, Stepan, Cavaco, Diogo, Marinheiro, Rita, Carmo, João, Costa, Francisco, Marques, Hugo, Goncalves, Pedro
Published in Journal of electrocardiology (01.11.2019)
Published in Journal of electrocardiology (01.11.2019)
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Journal Article
Accuracy of cardiac scar and fibrosis geometry in ventricular models affects electrical dyssynchrony biomarkers and ML prediction score of CRT response
Bazhutina, Anastasia, Zubarev, Stepan, Budanova, Margarita
Published in 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB) (07.07.2022)
Published in 2022 Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB) (07.07.2022)
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Conference Proceeding
Abstract 16606: Noninvasive Beat-to-Beat Epi-Endocardial Mapping In Patients With Ventricular Arrhythmias: Results From Single-Center Observational Study
Chmelevsky, Mikhail, Zubarev, Stepan, Budanova, Margarita, Potyagaylo, Danila, Treshkur, Tatjana, Lebedev, Dmitry
Published in Circulation (New York, N.Y.) (19.11.2019)
Published in Circulation (New York, N.Y.) (19.11.2019)
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Journal Article
Statistical Shape Analysis Reveals Specific Features of Left Ventricular Wall Motion in Patients with Chronic Heart Failure
Rokeakh, Roman, Chumarnaya, Tatiana, Zubarev, Stepan, Lebedev, Dmitry, Solovyova, Olga
Published in 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB) (28.09.2023)
Published in 2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB) (28.09.2023)
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Conference Proceeding