• The state of AI

    Pierre Adil Elias, MD 10 minutes
    In this American College of Cardiology webinar, Dr. Elias will review the current state of Artificial Intelligence (AI) in healthcare
    Dr. Pierre Elias

    Pierre Adil Elias, MD

    Pierre Elias is an Assistant Professor in the Division of Cardiology and the Department of Biomedical Informatics at Columbia University Irving Medical Center, where he practices as a general cardiologist. He is also the Medical Director for Artificial Intelligence at New York-Presbyterian.  His research lab develops machine learning technologies for medical imaging to improve the detection and management of cardiovascular disease.

    Dr. Elias received his medical degree at Duke University School of Medicine in North Carolina. He completed his residency in Internal Medicine and fellowship in Cardiovascular Disease at New York-Presbyterian/Columbia University Irving Medical Center through the Clinician-Scientist Pathway. He has been named a STAT News Wunderkind highlighting 20 of the most innovative junior researchers in the country and has received the Emerging Generation Award from the American Society of Clinical Investigation. He was previously a data scientist at Lumiata, helping develop Google’s Knowledge Graph for Health.

  • AI Fundamentals Part 1: Building blocks of ECG algorithms

    Dr Fu Siong Ng , Dr. Manolis Kargiantoulakis 30 minutes
    In this webinar from the American College of Cardiology, Dr. Ng and Dr. Kargiantoulakis review the building of blocks for ECG algorithms
    Dr. Fu Siong Ng

    Dr Fu Siong Ng

    Dr Fu Siong Ng is a consultant cardiologist based in London who specialises in arrhythmia, atrial fibrillation, cardiac (catheter) ablation, pacemakers, implantable cardioverter defibrillator (ICD) and palpitations. He practices privately at The Harley Street Clinic in Central London, BMI Syon Clinic in Brentford and Imperial Private Healthcare in West London alongside his honorary consultant cardiologist roles for Imperial College Healthcare NHS Trust and Chelsea and Westminster Hospital NHS Foundation Trust.

    Dr Ng is a clinical academic and alongside his medical work, where he performs catheter ablation procedures for a range of arrhythmias such as atrial fibrillation, atrial tachycardias, atrial flutter, supraventricular tachycardia (SVT) and ventricular ectopy/tachycardia and implants cardiac devices like pacemakers, defibrillators, loop recorders and biventricular pacemakers (CRT), he conducts research into arrhythmogenic mechanisms.

    Dr. Manolis Kargiantoulakis

    Dr. Manolis Kargiantoulakis

    Senior Data Scientist developing ML/AI algorithms for Diagnostic Cardiology. 
    PhD in Experimental Particle Physics with more than a decade of fundamental physics research in US National Labs. 

  • AI Fundamentals Part 2: Explainability

    Dr Fu Siong Ng , Dr. Manolis Kargiantoulakis 20 minutes
    In this American College of Cardiology webinar, Dr. Ng and Dr. Kargiantoulakis go over AI explainability.
    Dr. Fu Siong Ng

    Dr Fu Siong Ng

    Dr Fu Siong Ng is a consultant cardiologist based in London who specialises in arrhythmia, atrial fibrillation, cardiac (catheter) ablation, pacemakers, implantable cardioverter defibrillator (ICD) and palpitations. He practices privately at The Harley Street Clinic in Central London, BMI Syon Clinic in Brentford and Imperial Private Healthcare in West London alongside his honorary consultant cardiologist roles for Imperial College Healthcare NHS Trust and Chelsea and Westminster Hospital NHS Foundation Trust.

    Dr Ng is a clinical academic and alongside his medical work, where he performs catheter ablation procedures for a range of arrhythmias such as atrial fibrillation, atrial tachycardias, atrial flutter, supraventricular tachycardia (SVT) and ventricular ectopy/tachycardia and implants cardiac devices like pacemakers, defibrillators, loop recorders and biventricular pacemakers (CRT), he conducts research into arrhythmogenic mechanisms.

    Dr. Manolis Kargiantoulakis

    Dr. Manolis Kargiantoulakis

    Senior Data Scientist developing ML/AI algorithms for Diagnostic Cardiology. 
    PhD in Experimental Particle Physics with more than a decade of fundamental physics research in US National Labs. 

  • Critical evaluation of ECG-AI algorithms

    Dr Fu Siong Ng , Dr. Manolis Kargiantoulakis 20 minutes
    In this American College of Cardiology webinar, Dr. Ng and Dr. Kargiantoulakis do a critical evaluation of AI-ECG algorithms.
    Dr. Fu Siong Ng

    Dr Fu Siong Ng

    Dr Fu Siong Ng is a consultant cardiologist based in London who specialises in arrhythmia, atrial fibrillation, cardiac (catheter) ablation, pacemakers, implantable cardioverter defibrillator (ICD) and palpitations. He practices privately at The Harley Street Clinic in Central London, BMI Syon Clinic in Brentford and Imperial Private Healthcare in West London alongside his honorary consultant cardiologist roles for Imperial College Healthcare NHS Trust and Chelsea and Westminster Hospital NHS Foundation Trust.

    Dr Ng is a clinical academic and alongside his medical work, where he performs catheter ablation procedures for a range of arrhythmias such as atrial fibrillation, atrial tachycardias, atrial flutter, supraventricular tachycardia (SVT) and ventricular ectopy/tachycardia and implants cardiac devices like pacemakers, defibrillators, loop recorders and biventricular pacemakers (CRT), he conducts research into arrhythmogenic mechanisms.

    Dr. Manolis Kargiantoulakis

    Dr. Manolis Kargiantoulakis

    Senior Data Scientist developing ML/AI algorithms for Diagnostic Cardiology. 
    PhD in Experimental Particle Physics with more than a decade of fundamental physics research in US National Labs. 

  • AI-ECG in clinical medicine part 1: How clinicians are using AI in clinical medicine

    Pierre Adil Elias, MD , Dr Fu Siong Ng 30 minutes
    In this webinar, Dr. Elias and Dr. Ng review how clinicians use AI in clinical medicine
    Dr. Pierre Elias

    Pierre Adil Elias, MD

    Pierre Elias is an Assistant Professor in the Division of Cardiology and the Department of Biomedical Informatics at Columbia University Irving Medical Center, where he practices as a general cardiologist. He is also the Medical Director for Artificial Intelligence at New York-Presbyterian.  His research lab develops machine learning technologies for medical imaging to improve the detection and management of cardiovascular disease.

    Dr. Elias received his medical degree at Duke University School of Medicine in North Carolina. He completed his residency in Internal Medicine and fellowship in Cardiovascular Disease at New York-Presbyterian/Columbia University Irving Medical Center through the Clinician-Scientist Pathway. He has been named a STAT News Wunderkind highlighting 20 of the most innovative junior researchers in the country and has received the Emerging Generation Award from the American Society of Clinical Investigation. He was previously a data scientist at Lumiata, helping develop Google’s Knowledge Graph for Health.

    Dr. Fu Siong Ng

    Dr Fu Siong Ng

    Dr Fu Siong Ng is a consultant cardiologist based in London who specialises in arrhythmia, atrial fibrillation, cardiac (catheter) ablation, pacemakers, implantable cardioverter defibrillator (ICD) and palpitations. He practices privately at The Harley Street Clinic in Central London, BMI Syon Clinic in Brentford and Imperial Private Healthcare in West London alongside his honorary consultant cardiologist roles for Imperial College Healthcare NHS Trust and Chelsea and Westminster Hospital NHS Foundation Trust.

    Dr Ng is a clinical academic and alongside his medical work, where he performs catheter ablation procedures for a range of arrhythmias such as atrial fibrillation, atrial tachycardias, atrial flutter, supraventricular tachycardia (SVT) and ventricular ectopy/tachycardia and implants cardiac devices like pacemakers, defibrillators, loop recorders and biventricular pacemakers (CRT), he conducts research into arrhythmogenic mechanisms.

  • AI-ECG in clinical medicine part 2: Challenges with effective integration of AI into clinical workflow

    Pierre Adil Elias, MD , Dr. Kameswari Maganti 30 minutes
    In this American College of Cardiology webinar, Dr. Elias and Dr. Maganti go over the challenges of effective integration of AI into clinical workflow
    Dr. Pierre Elias

    Pierre Adil Elias, MD

    Pierre Elias is an Assistant Professor in the Division of Cardiology and the Department of Biomedical Informatics at Columbia University Irving Medical Center, where he practices as a general cardiologist. He is also the Medical Director for Artificial Intelligence at New York-Presbyterian.  His research lab develops machine learning technologies for medical imaging to improve the detection and management of cardiovascular disease.

    Dr. Elias received his medical degree at Duke University School of Medicine in North Carolina. He completed his residency in Internal Medicine and fellowship in Cardiovascular Disease at New York-Presbyterian/Columbia University Irving Medical Center through the Clinician-Scientist Pathway. He has been named a STAT News Wunderkind highlighting 20 of the most innovative junior researchers in the country and has received the Emerging Generation Award from the American Society of Clinical Investigation. He was previously a data scientist at Lumiata, helping develop Google’s Knowledge Graph for Health.

    Dr. Kameswari Maganti

    Dr. Kameswari Maganti

    Dr. Kameswari (Kamu) Maganti is a Professor in the Division of Cardiovascular Disease, Department of Medicine, Rutgers Robert Wood Johnson Medical School (RWJMS). Dr. Maganti also serves as Section Chief, Non-Invasive Cardiology and Director of the Echocardiography Laboratory at Robert Wood Johnson University Hospital. Prior to her appointments at RWJUH and RWJMS, Dr. Maganti served in numerous professorship and directorship positions in cardiovascular imaging, echocardiography, multimodality imaging, cardiac rehabilitation from both academic and hospital appointments.


     

  • Research highlights from Academia

    Dr Fu Siong Ng , Dr. Hawkins Gay 30 minutes
    In this American College of Cardiology webinar, Dr. Gay and Dr. Ng go over research highlights in Academia
    Dr. Fu Siong Ng

    Dr Fu Siong Ng

    Dr Fu Siong Ng is a consultant cardiologist based in London who specialises in arrhythmia, atrial fibrillation, cardiac (catheter) ablation, pacemakers, implantable cardioverter defibrillator (ICD) and palpitations. He practices privately at The Harley Street Clinic in Central London, BMI Syon Clinic in Brentford and Imperial Private Healthcare in West London alongside his honorary consultant cardiologist roles for Imperial College Healthcare NHS Trust and Chelsea and Westminster Hospital NHS Foundation Trust.

    Dr Ng is a clinical academic and alongside his medical work, where he performs catheter ablation procedures for a range of arrhythmias such as atrial fibrillation, atrial tachycardias, atrial flutter, supraventricular tachycardia (SVT) and ventricular ectopy/tachycardia and implants cardiac devices like pacemakers, defibrillators, loop recorders and biventricular pacemakers (CRT), he conducts research into arrhythmogenic mechanisms.

    Dr. Hawkins Gay

    Dr. Hawkins Gay

    Hawkins Gay is a Cardiac Electrophysiologist at Northwestern Medicine and the Feinberg School of Medicine. He previously worked in the M&A department for Piper Jaffary Investment Bank before beginning his medical training. He holds a Master's of Public Health in Epidemiology and Master's of Science in Artificial Intelligence. His research focuses on the implementation of digital health tools and AI in the clinical care setting.
     

  • MUSE as a Tool to Enable AI Research

    Dr. Adam May , Dr. Manolis Kargiantoulakis 30 minutes
    In this American College of Cardiology webinar, Dr. May and Dr. Kargiantoulakis goes over how MUSE may be use to enable AI research tool
    Dr. Adam May

    Dr. Adam May

    Dr. Adam M. May is a cardiologist in Saint Louis, Missouri and is affiliated with multiple hospitals in the area, including Barnes-Jewish Hospital and Barnes-Jewish West County Hospital. He received his medical degree from Loyola University Chicago Stritch School of Medicine and has been in practice between 11-20 years. Dr. Adam M. May has expertise in treating coronary artery disease, heart failure, hypertension & high blood pressure, among other conditions - see all areas of expertise. Dr. Adam M. May accepts Medicare, Aetna, Humana, Cigna, Blue Cross - see other insurance plans accepted.


     

    Dr. Manolis Kargiantoulakis

    Dr. Manolis Kargiantoulakis

    Senior Data Scientist developing ML/AI algorithms for Diagnostic Cardiology. 
    PhD in Experimental Particle Physics with more than a decade of fundamental physics research in US National Labs.