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Research

Publications: Dr Alexander Zolotarev

Zolotarev A, Johnson K, Khan A, Slabaugh G, Roney C ( 2025 ) . An Ensemble of 3D Residual Encoder UNet Models for Solving Multi-class Bi-atrial Segmentation Challenge . Statistical Atlases and Computational Models of the Heart. Workshop, CMRxRecon and MBAS Challenge Papers. , vol. 15448 , Springer Nature
Zolotarev AM, Johnson K, Mohammad Y, Alwazzan O, Slabaugh G, Roney CH ( 2025 ) . Synthetic fibrosis distributions for data augmentation in predicting atrial fibrillation ablation outcomes: an in silico study . Frontiers in Cardiovascular Medicine vol. 12 ,
Jaffery OA, Zolotarev A, Barera CE, Rodero C, Niederer S, Slabaugh G, Good WW, Roney CH ( 2024 ) . An in-silico comparison of anatomical and substrate based AF ablation using electro and optical flow mapping . European Heart Journal vol. 45 , ( Supplement_1 ) ehae666.579 - ehae666.579 .
Zolotarev A, Rodero C, Narayan SM, Vigmond EJ, Plank G, Niederer SA, Roney CH ( 2024 ) . PO-05-025 ANATOMICAL AND PHYSIOLOGICAL FEATURES IMPROVE AF ABLATION OUTCOME PREDICTION: A COMBINED DEEP LEARNING AND IN-SILICO APPROACH . Heart Rhythm vol. 21 , ( 5 ) s561 - s562 .
Ehnesh M, Valli H, Zolotarev A, Jaffery OA, Barrera CL, Vigmond EJ, Haldar S, Roney CH ( 2024 ) . PO-05-031 THE DETERMINATION OF ABLATION TARGETS IN PATIENT-SPECIFIC ATRIAL MODELS IS INFLUENCED BY THE DATA USED FOR CALIBRATION . Heart Rhythm vol. 21 , ( 5 ) s564 - s565 .
Jaffery OA, Barrera CE, Rodero C, Zolotarev A, Good WW, Slabaugh G, Niederer S, Vigmond EJ et al. ( 2024 ) . PO-05-163 TOWARDS AUTOMATED GENERATION OF ABLATION LESION MASKS: A UNISON OF ELECTRO AND OPTIC FLOW MAPPING . Heart Rhythm . Conference: Heart Rhythm Society vol. 21 , s568 - s568 .
Khan A, Asad M, Zolotarev A, Roney C, Mathur A, Benning M, Slabaugh G ( 2024 ) . Misclassification Loss for Segmentation of the Aortic Vessel Tree . Segmentation of the Aorta. Towards the Automatic Segmentation, Modeling, and Meshing of the Aortic Vessel Tree from Multicenter Acquisition , vol. 14539 , Springer Nature
Zolotarev AM, Khan AKR, Slabaugh G, Roney CH ( 2024 ) . Predicting Atrial Fibrillation Treatment Outcome with Siamese Multi-modal Fusion and Cardiac Digital Twins . Proceedings of Machine Learning Research . Conference: Medical Imaging with Deep Learning vol. 250 , 1927 - 1938 .
Roney CH, Lemus JAS, Barrera CL, Zolotarev A, Ulgen O, Kerfoot E, Bevis L, Misghina S et al. ( 2023 ) . Constructing bilayer and volumetric atrial models at scale . Interface Focus vol. 13 , ( 6 ) 20230038 - 20230038 .
Zolotarev AM, Roney CH ( 2023 ) . Atrial Fibrosis Distribution Generation Based on the Diffusion Models . 2016 Computing in Cardiology Conference (CinC) . Conference: 2023 Computing in Cardiology Conference (CinC) vol. 50 , 1 - 4 .
Ehnesh M, Tonko J, Zolotarev AM, Vigmond EJ, Lambiase PD, Roney C ( 2023 ) . The Impact of Electrogram Type and Conduction Velocity Estimation Techniques on Assessments of Conduction Velocity During Ventricular Substrate Mapping . 2016 Computing in Cardiology Conference (CinC) . Conference: 2023 Computing in Cardiology Conference (CinC) vol. 50 , 1 - 4 .