Adaptive cardiac resynchronization therapy device: A simulation report

PACE - Pacing and Clinical Electrophysiology

Volumn 28, Issue 11, 2005, Pages 1168-1173

  Rom, Rami ^a   Erel, Jacob ^b   Glikson, Michael ^c   Rosenblum, Kobi ^d   Ginosar, Ran ^e   Hayes, David L ^f  

^a AI Semi Ltd   (Israel)

^b MEIR MEDICAL CENTER   (Israel)

^c TEL AVIV UNIVERSITY   (Israel)

^d UNIVERSITY OF HAIFA   (Israel)

^e TECHNION ISRAEL INSTITUTE OF TECHNOLOGY   (Israel)

^f MAYO CLINIC   (United States)

Author keywords

Cardiac resynchronization therapy; Neural network

Indexed keywords

ADAPTATION; ARTICLE; ARTIFICIAL NEURAL NETWORK; CARDIAC RESYNCHRONIZATION THERAPY; CONGESTIVE HEART FAILURE; DEVICE; HEART ARRHYTHMIA; HEART PACING; HEART PERFORMANCE; HEART STROKE VOLUME; HEMODYNAMIC MONITORING; HUMAN; QUALITY OF LIFE; SIMULATION; WELLBEING; ARTIFICIAL HEART PACEMAKER; AUTOMATED PATTERN RECOGNITION; BIOLOGICAL MODEL; COMPUTER AIDED DESIGN; COMPUTER ASSISTED THERAPY; COMPUTER SIMULATION; ELECTROCARDIOGRAPHY; EQUIPMENT; EVALUATION; FEEDBACK SYSTEM; HEART MUSCLE CONDUCTION SYSTEM; HEART RATE; IMPEDANCE PLETHYSMOGRAPHY; INSTRUMENTATION; METHODOLOGY; PATHOPHYSIOLOGY;

ARRHYTHMIA; CARDIAC PACING, ARTIFICIAL; COMPUTER SIMULATION; COMPUTER-AIDED DESIGN; ELECTROCARDIOGRAPHY; EQUIPMENT FAILURE ANALYSIS; FEEDBACK; HEART CONDUCTION SYSTEM; HEART RATE; HUMANS; MODELS, CARDIOVASCULAR; NEURAL NETWORKS (COMPUTER); PACEMAKER, ARTIFICIAL; PATTERN RECOGNITION, AUTOMATED; PLETHYSMOGRAPHY, IMPEDANCE; THERAPY, COMPUTER-ASSISTED;

EID: 33644835282     PISSN: 01478389     EISSN: 15408159     Source Type: Journal    
DOI: 10.1111/j.1540-8159.2005.40007.x     Document Type: Article

References (9)

1. Ellenbogen, K, Wilkoff. Device Therapy for Congestive Heart Failure, Elsevier, USA, 2004.
2. Hayes DL, et al. Resynchronization and Defibrillation for Heart Failure: A Practical Approach, Blackwell, New York, 2004.
3. Braunschweig F, et al. Optimization of cardiac resynchronization therapy by continuous hemodynamic monitoring: A case report. J Cardiovasc Electrophysiol 2004 15 : 94 96.
4. Hayes DL, Forman S. Cardiac pacing. How it started, where we are, where we are going. J Cardiovas Electrophysiol 2004 15 : 619 627.
5. Levine DS. Introduction to Neural and Cognitive Modeling, 2nd Ed. Lawrence Erlbaum Associates, Hillsdale, NJ, 2000.
6. Maass W, Bishop C. Pulsed Neural Networks. MIT Press, Cambridge, MA, 2001.
7. Rom R. Adaptive cardiac resynchronisation therapy device, PCT/IL2004/000659, July 2004.
8. Rom R, Erel J, Glikson M, et al. Adaptive cardiac resynchronization therapy device based on spiking neurons architecture with reinforcement learning scheme, classical conditioning and synaptic plasticity. 2005 in press.
9. Closed-loop stimulation using intracardiac impedance as a sensor principle: Correlation of right ventricular dP/dt max and intracardiac impedance during dobutamine stress test. Pacing Clin Electrophysiol 2000 23 (Pt.II 1502 1508.