Johns Hopkins University · Biomedical EngineeringTrayanova Electrophysiology Lab
Natalia A. Trayanova · Baltimore, Maryland
Research Focus
Dr. Natalia A. Trayanova's lab focuses on advancing strategies for diagnosing and treating heart rhythm disorders using innovative technologies like digital twins and artificial intelligence. By understanding how conditions like obesity affect heart health and arrhythmias, the lab aims to develop personalized approaches to improve therapies for patients suffering from ventricular arrhythmias and atrial fibrillation. Their work bridges computational modeling with clinical applications, making strides towards more effective treatments and interventions.
cardiac arrhythmiasdigital twinatrial fibrillationventricular arrhythmiaspersonalized medicineartificial intelligenceelectrophysiologycomputational modelingablation strategies
Research Aims
5AIM 01Develop a digital twin of the heart for personalized arrhythmia treatment.
AIM 02Investigate the role of infiltrating adipose tissue in arrhythmias.
AIM 03Improve catheter ablation strategies for atrial fibrillation.
AIM 04Characterize atrial remodeling post-ablation.
AIM 05Create a comprehensive strategy to eliminate repeat procedures in arrhythmia patients.
Skills the Lab Values
3-D imaging techniquescomputational modelingmachine learningelectroanatomical mappingcatheter ablation techniquesdata analysisclinical trial designbiostatisticsPython programming
Output against the department
Publications668top 9% of dept.55th of 595
this lab
most publishedleast published
Citations19ktop 18% of dept.106th of 595
this lab
most citedleast cited
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