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Publications and Abstracts

Explore our publications and presentations to learn more about the research efforts of the Program for AI and Research in Cardiovascular Medicine at KU Medical Center.

Peer-reviewed Publications

  1. Noheria A, Sodhi S, Orme GJ. “The Evolving Role of Electrocardiography in Cardiac Resynchronization Therapy.” Curr Treat Options Cardiovasc Med. 2019;21(12):91. PMID: 31828564. http://dx.doi.org/10.1007/s11936-019-0784-6.
  2. Harvey C, Noheria A, Tahmoush D. “Automated Pacing Artifact Removal in Electrocardiograms.” 2020 Ieee Signal Process Medicine Biology Symposium Spmb. 2020:1-6. INSPEC Accession Number: 20372135. http://dx.doi.org/10.1109/SPMB50085.2020.9353644.
  3. Ranka S, Reddy M, Noheria A. “Artificial Intelligence in Cardiovascular Medicine.” Curr Opin Cardiol. 2021;36(1):26-35. PMID: 33060388. http://dx.doi.org/10.1097/HCO.0000000000000812.
  4. Attia ZI, Kapa S, Dugan J, Pereira N, Noseworthy PA, Jimenez FL, Cruz J, Carter RE, DeSimone DC, Signorino J, Halamka J, Chennaiah Gari NR, Madathala RS, Platonov PG, Gul F, Janssens SP, Narayan S, Upadhyay GA, Alenghat FJ, Lahiri MK, Dujardin K, Hermel M, Dominic P, Turk-Adawi K, Asaad N, Svensson A, Fernandez-Aviles F, Esakof DD, Bartunek J, Noheria A, Sridhar AR, Lanza GA, Cohoon K, Padmanabhan D, Pardo Gutierrez JA, Sinagra G, Merlo M, Zagari D, Rodriguez Escenaro BD, Pahlajani DB, Loncar G, Vukomanovic V, Jensen HK, Farkouh ME, Luescher TF, Su Ping CL, Peters NS, Friedman PA, Discover C. “Rapid Exclusion of Covid Infection with the Artificial Intelligence Electrocardiogram.” Mayo Clin Proc. 2021;96(8):2081-2094. PMID: 34353468. http://dx.doi.org/10.1016/j.mayocp.2021.05.027.
  5. DeBauge A, Fairbank T, Harvey CJ, Ranka S, Jiwani S, Sheldon SH, Reddy M, Beaver TA, Noheria A. “Electrocardiographic Prediction of Left Ventricular Hypertrophy in Women and Men with Left Bundle Branch Block - Comparison of Qrs Duration, Amplitude and Voltage-Time-Integral.” J Electrocardiol. 2023;80:34-39. PMID: 37178633. http://dx.doi.org/10.1016/j.jelectrocard.2023.03.004.
Published Abstracts

Gahona CT, Morey T, Harvey C, DeBauge A, Fairbank T, Ranka S, Jiwani S, Sheldon SH, Reddy YV, Noheria A. “Po-02-235 Moving Beyond Qrs Duration: Qrs Voltage-Time-Integral (Area) Is a Superior Predictor of Clinical Response to Cardiac Resynchronization Therapy.” Heart Rhythm. 2023;20(5):S323. http://dx.doi.org/10.1016/j.hrthm.2023.03.1603.

Gahona CT, Morey T, Harvey CJ, DeBauge A, Fairbank T, Ranka S, Jiwani S, Sheldon SH, Reddy YV, Noheria A. “Po-01-179 Moving Beyond Qrs Duration: Qrs Voltage-Time-Integral (Area) Is a Superior Predictor of Clinical Response to Cardiac Resynchronization Therapy.” Heart Rhythm. 2023;20(5):S155-S156. http://dx.doi.org/10.1016/j.hrthm.2023.03.517.

Baghdadi SL, Tabak C, Smith RP, Parikh R, Bajaj MR, Uhlich C, Enders R, Morgan E, Baer J, Jiwani S, Andrews CJ, Noheria A. “P3-31 as Opposed to Atrial Fibrillation, Presence or History of Atrial Flutter Does Not Impact Left Atrial Appendage Emptying Velocity Assessed by Transesophageal Echocardiogram.” J Am Soc Echocardiogr. 2023;36(7):e1-e110. http://dx.doi.org/10.1016/j.echo.2023.04.009.

Tabak C, Baghdadi S, Smith R, Parikh R, Bajaj M, Uhlich C, Enders R, Morgan E, Baer J, Jiwani S, Andrews CJ, Noheria A. “P3-35 Presence of Moderate-to-Severe or Severe Mitral Regurgitation Is Associated with an Increase in Left Atrial Appendage Emptying Velocity.” J Am Soc Echocardiogr. 2023;36(7):e1-e110. http://dx.doi.org/10.1016/j.echo.2023.04.009.

Morgan E, Baghdadi S, Smith R, Tabak C, Parikh R, Bajaj M, Enders R, Uhlich C, Baer J, Jiwani S, Harvey C, GUNASEKARAN P, Hockstad E, Dendi R, Reddy M, Noheria A. “Abstract 18213: Predictors of Left Atrial Appendage Occlusion Device-Related Thrombus.” Circulation. 2023;148(Suppl_1):A18213-A18213. http://dx.doi.org/10.1161/circ.148.suppl_1.18213.

Kettelkamp N, Kircher C, Harvey C, Sheldon S, Reddy M, Pimentel RC, Noheria A. “Abstract 16858: Qrs/T Ratio with Progression of Left Bundle Branch Block from New to Old: Is Voltage-Time-Integral Better Than Amplitude in Discriminating of Chronicity of Block?” Circulation. 2023;148(Suppl_1):A16858-A16858. http://dx.doi.org/10.1161/circ.148.suppl_1.16858.

Enders R, Uhlich C, Baghdadi S, Smith R, Tabak C, Bajaj M, Parikh R, Morgan E, Baer J, Jiwani S, Harvey C, Noheria A. “Abstract 18187: Scoring System to Predict Reduced Left Atrial Appendage Emptying Velocity.” Circulation. 2023;148(Suppl_1):A18187-A18187. http://dx.doi.org/10.1161/circ.148.suppl_1.18187.

DeBauge A, Harvey C, Fairbank T, Ranka S, Jiwani S, Sheldon S, Reddy M, Noheria A. “Abstract 13157: Multivariable Ecg Machine Learning Is Superior to Qrs Duration and Traditional Ecg Criteria for Detecting Left Ventricular Hypertrophy in Patients with Left Bundle Branch Block.” Circulation. 2023;148(Suppl_1):A13157-A13157. http://dx.doi.org/10.1161/circ.148.suppl_1.13157.

DeBauge A, Harvey C, Fairbank T, Ranka S, Jiwani S, Sheldon S, Reddy M, Noheria A. “Abstract 16427: Despite Machine Learning Models, Qrs Duration Remains the Superior Ecg Criterion for Predicting Left Ventricular Dilation in Patients with Left Bundle Branch Block.” Circulation. 2023;148(Suppl_1):A16427-A16427. http://dx.doi.org/10.1161/circ.148.suppl_1.16427.

Bajaj M, Smith R, Baghdadi S, Tabak C, Parikh R, Enders R, Uhlich C, Morgan E, Baer J, Jiwani S, Harvey C, Noheria A. “Abstract 17844: Association of Left Atrial Appendage Emptying Velocity with Type of Atrial Fibrillation.” Circulation. 2023;148(Suppl_1):A17844-A17844. http://dx.doi.org/10.1161/circ.148.suppl_1.17844.

Chaaban N, Ranka S, Carlson C, Sami F, Akhavan D, Sheldon SH, Reddy M, Noheria A. “Abstract 13576: Stereotactic Cardiac Radiotherapy Reduces Structural Heart Disease Associated Refractory Ventricular Tachycardia - a Metaanalysis.” Circulation. 2022;146(Suppl_1):A13576-A13576. http://dx.doi.org/10.1161/circ.146.suppl_1.13576.

DeBauge A, Fairbank T, Harvey CJ, Ranka S, Jiwani S, Sheldon SH, Reddy M, Beaver TA, Noheria A. “Abstract 13586: In Patients with Left Bundle Branch Block, Qrs Duration Is a Stronger Predictor of Left Ventricular Hypertrophy and Dilation Than Qrs Voltage.” Circulation. 2022;146(Suppl_1):A13586-A13586. http://dx.doi.org/10.1161/circ.146.suppl_1.13586.

Fairbank T, DeBauge A, Harvey CJ, Ranka S, Jiwani S, Sheldon SH, Reddy M, Beaver TA, Noheria A. “Abstract 13585: In Patients with Right Bundle Branch Block, Ecg Z-Axis Qrs-T Voltage-Time-Integral Predicts Right Ventricular Structure and Function.” Circulation. 2022;146(Suppl_1):A13585-A13585. http://dx.doi.org/10.1161/circ.146.suppl_1.13585.

Harvey CJ, Powell EM, Noheria A. “A Novel Method to Filter out Pacing Artifacts from Electrocardiograms – Facilitating Automated Voltage-Time-Integral Measurement.” Cardiovasc Digital Heal J. 2022;3(4):S7-S8. http://dx.doi.org/10.1016/j.cvdhj.2022.07.019.

Parimi N, Abudan A, Sami F, Mahmood U, Noheria A, Sheldon SH, Gupta BP. “Do Women Have Better Left Ventricular Remodeling with Arni?” Journal of the American College of Cardiology. 2022;79(9):84. http://dx.doi.org/10.1016/s0735-1097(22)01075-0.

Abudan A, Sami F, Mahmood U, Parimi N, Schwarz C, Pierpoline M, Mohammed M, Dendi R, Pimentel R, Berenbom L, Emert M, Ramirez R, Noheria A, Reddy M, Sauer A, Gupta B, Sheldon S. “Effect of Sacubitril/Valsartan on Electrical and Structural Reverse Remodeling in Patients with Heart Failure with Reduced Ejection Fraction.” Journal of the American College of Cardiology. 2021;77(18):659. http://dx.doi.org/10.1016/s0735-1097(21)02018-0.

Harvey C, Noheria A. “A Novel Signal Processing Method to Filter out Pacing Artifacts from Ecg: Improving Measurement of Qrs Voltage Time Integral after Cardiac Resynchronization Therapy.” Journal of the American College of Cardiology. 2021;77(18):371. http://dx.doi.org/10.1016/s0735-1097(21)01730-7.

Lacy S, Parimi N, Morey T, Mahmood U, Harvey C, Sheldon S, Reddy M, Noheria A. “Abstract 13592: Qrs 3d Voltage Time Integral (3d Qrs Area) Is a Predictor for Pacing Induced Cardiomyopathy.” Circulation. 2021;144(Suppl_1):A13592-A13592. http://dx.doi.org/10.1161/circ.144.suppl_1.13592.

Lacy S, Parimi N, Morey T, Mahmood U, Harvey C, Sheldon SH, Reddy M, Noheria A. “B-Po04-182 Cardiac Resynchronization Therapy in Pacing Induced Cardiomyopathy - Reduction in Qrs 3d Voltage Time Integral (3d Qrs Area) Predicts Echocardiographic Response.” Heart Rhythm. 2021;18(8):S352-S353. http://dx.doi.org/10.1016/j.hrthm.2021.06.874.

Mahmood U, Harvey CJ, Parimi N, Noheria A. “3d Qrs Area Calculation from X, Y, Z Vectorcardiographic Leads: Area Subtended by Negative Deflections Should Be Added and Not Subtracted.” Journal of the American College of Cardiology. 2021;77(18):364. http://dx.doi.org/10.1016/s0735-1097(21)01723-x.

Mahmood U, Parimi N, Harvey CJ, Sheldon S, Reddy M, Noheria A. “Qrs 3d Voltage Time Integral (3d Qrs Area) in Healthy Subjects.” Journal of the American College of Cardiology. 2021;77(18):354. http://dx.doi.org/10.1016/s0735-1097(21)01713-7.

Mahmood U, Parimi N, Harvey CJ, Sheldon S, Reddy M, Noheria A. “Qrs 3d Voltage Time Integral (3d Qrs Area) in Cardiomyopathy and Narrow Qrs Complex.” Journal of the American College of Cardiology. 2021;77(18):348. http://dx.doi.org/10.1016/s0735-1097(21)01707-1.

Morey T, Harvey CJ, Mahmood U, Parimi N, Lacy S, DeBauge A, Sheldon S, Reddy M, Noheria A. “Only the Z-Axis Component of Qrs 3d Voltage Time Integral (3d Qrs Area) Is Predictive of Cardiac Resynchronization Therapy Benefit.” Journal of the American College of Cardiology. 2021;77(18):357. http://dx.doi.org/10.1016/s0735-1097(21)01716-2.

Morey T, Harvey CJ, Mahmood U, Parimi N, Lacy S, DeBauge A, Sheldon S, Reddy M, Noheria A. “Change in Qrs 3d Voltage Time Integral (3d Qrs Area) with Cardiac Resynchronization Therapy Predicts Subsequent Left Ventricular Reverse Remodeling and Heart Failure Hospitalizations.” Journal of the American College of Cardiology. 2021;77(18):359. http://dx.doi.org/10.1016/s0735-1097(21)01718-6.

Parimi N, Mahmood U, Abudan A, Sami F, Harvey C, Schwarz C, Pierpoline M, Sauer A, Gupta B, Reddy M, Sheldon S, Noheria A. “Reduction in Qrs 3d Voltage Time Interval (3d Qrs Area) Is Associated with Improvement in Left Ventricluar Ejection Fraction among Heart Failure Patients on Sacubitril-Valsartan.” Journal of the American College of Cardiology. 2021;77(18):365. http://dx.doi.org/10.1016/s0735-1097(21)01724-1.

Parimi N, Mahmood U, Abudan A, Sami F, Harvey C, Schwarz C, Pierpoline M, Sauer A, Gupta B, Reddy M, Sheldon S, Noheria A. “Electrical Reverse Remodeling with Sacubitril-Valsartan for Heart Failure: Reduction in Qrs 3d Voltage Time Interval (3d Qrs Area).” Journal of the American College of Cardiology. 2021;77(18):351. http://dx.doi.org/10.1016/s0735-1097(21)01710-1.

Parimi NK, Mahmood U, Abudan A, Sami F, Lacy S, Harvey CJ, Reddy M, Sheldon SH, Noheria A. “Abstract 13007: Change in Qrs 3d Voltage Time Integral (3d Qrs Area) Predicts Left Ventricular Reverse Remodeling in Sacubitril-Valsartan Treated Patients with Left Bundle Branch Block.” Circulation. 2021;144(Suppl_1):A13007-A13007. http://dx.doi.org/10.1161/circ.144.suppl_1.13007.

Sami F, Anderson J, Mohammed M, Saleh H, Akhavan D, Sheldon S, Reddy M, Noheria A. “Stereotactic Cardiac Radiotherapy for Refractory Ventricular Tachycardia: A Metaanalysis.” Journal of the American College of Cardiology. 2021;77(18):388. http://dx.doi.org/10.1016/s0735-1097(21)01747-2.

Abudan A, Parimi N, Sami F, Mahmood U, Schwarz C, Pierpoline M, Mohammed M, Dendi R, Pimentel RC, Berenbom LD, Emert M, Ramirez R, Noheria A, Reddy M, Sauer AJ, Gupta B, Sheldon SH. “Abstract 16271: Resolution of Left Bundle Branch Block with Sacubitril/Valsartan in Patients with Heart Failure with Reduced Ejection Fraction.” Circulation. 2020;142(Suppl_3). http://dx.doi.org/10.1161/circ.142.suppl_3.16271.

Harvey C, Noheria A, Tahmoush D. “Automated Pacing Artifact Removal in Electrocardiograms.” 2020 Ieee Signal Process Medicine Biology Symposium Spmb. 2020;00:1-6. http://dx.doi.org/10.1109/spmb50085.2020.9353644.

Lacy S, Chandler J, Apte NM, Sheldon S, Reddy M, Dendi R, Pimentel RC, Berenbom LD, Emert M, Ramirez R, Noheria A. “Abstract 12722: Cardiac Resynchronization Therapy in Pacing Induced Cardiomyopathy: A Higher Right Ventricle Pacing Percentage Predicts Greater Improvement in Left Ventricle Ejection Fraction.” Circulation. 2020;142(Suppl_3). http://dx.doi.org/10.1161/circ.142.suppl_3.12722.

Noheria A, Andrews CM, Cuculich P, Gorscan J, Mann DL, Rudy Y. “D-Po03-064 Right-to-Left Ventricular Pacing Offset in Cardiac Resynchronization Therapy - Comparison of Electrocardiographic Imaging with Qrs Duration and Qrs Area.” Heart Rhythm. 2020;17(5, May Supplement):S309 - S310. http://dx.doi.org/10.1016/j.hrthm.2020.04.008.

KU School of Medicine

University of Kansas Medical Center
Cardiovascular Medicine
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