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VIDEO: Artificial Intelligence to Automatically Risk Stratify Atrial Fibrillation Patients

Atrial Fibrillation | June 21, 2019

Sanjaya Gupta, M.D., electrophysiologist, St. Luke's Mid America Heart Institute, and assistant professor, University of Missouri–Kansas City School of Medicine, explains how his center developed an artificial intelligence (AI) application to automatically risk stratify atrial fibrillation (AFib) patients. The Epic-based app stratifies patients into those who should be placed on anticoagulation and those who are candidates for left atrial appendage (LAA) occlusion. He spoke at the 2019 AI-Med Cardiology conference

His center hopes to develop similar guidelines based AI apps for other types of cardiac risk scoring. Gupta said he is looking for other centers to partner with to co-develop and test these AI apps.    

 

Related Cardiology AI Content:

VIDEO: Overview of Artificial Intelligence and its Use in Cardiology — Interview with Anthony Chang, M.D.

VIDEO: ACC Efforts to Advance Evidence-based Implementation of AI in Cardiovascular Care — Interview with John Rumsfeld, M.D.

VIDEO: Artificial Intelligence Applications for Cardiology — Interview with Anthony Chang, M.D.

PODCAST: Fitting Artificial Intelligence Into Cardiology — Interview with Anthony Chang, M.D.

VIDEO: How Hospitals Should Prepare for Artificial Intelligence Implementation — Interview with Paul Chang, M.D.

Technology Report: Artificial Intelligence 

EP Lab

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Atrial Fibrillation | July 30, 2014

Paul Keall, Ph.D., FAAP, professor and NHMRC Australian Fellow at Radiation Physics Laboratory at the University of Sydney, Sydney Medical School, discusses radiosurgery beyond cancer.

ACC | April 08, 2014

DAIC Editor Dave Fornell offers his choices of the most innovative new cardiovascular technologies shown on the expo floor at the American College of Cardiology (ACC) 2014 meeting.

Cath Lab | November 11, 2013

DAIC Editor Dave Fornell offers his choices of the most innovative new cardiovascular technologies discussed in sessions and shown on the expo floor at the Transcatheter Cardiovascular Therapeutics (TCT) 2013 meeting.

Pacemakers | October 14, 2013

This video, provided by Abbott/St. Jude Medical, demonstrates how the Nanostim leadless pacemaker is delivered via catheter. This eliminates the need for open surgical procedures. It is anchored into the myocardium at apex of the right ventricle. Watch the VIDEO “Current State of Leadless Pacemaker Technology,” an interview with Vivek Reddy, M.D.

Cardiac PACS | March 22, 2013

McKesson highlighted enhancements to its cardiovascular information system (CVIS) version 13. The system offers new modules for electrophysiology, inventory control and aids interoperability for better change capture and data mining. For more information, visit www.allaboutCVIS.com

EP Lab | May 31, 2012

To help hospitals upgrade their electrophysiology (EP) reporting systems and integrate EP into cardiovascular and hospital reporting systems, Michael Mirro, M.D., FACC, medical director, cardiology/electrophysiology, Parkview Physicians Group, Ft. Wayne, Ind., offers suggestions of what to look for in systems. He spoke about cardiovascular/EP IT integration and the impact of healthcare reforms during the Heart Rhythm Society (HRS) 2012 scientific sessions. For more information: www.DIcardiology.com

Leads Implantable Devices | May 22, 2012

Data was presented during the Heart Rhythm Society (HRS) 2012 scientific sessions that showed the Riata ICD lead had a higher malfunction rate than comparable leads. The results from "Independent Multicenter Study of Riata and Riata ST Implantable Cardioverter Defibrillator (ICD) Leads" were presented by Raed H. Abdelhadi, M.D., FACC, a cardiologist and electrophysiologist researcher at the Minneapolis Heart Institute Foundation.

EP Lab | May 22, 2012

Diagnostic and Interventional Cardiology Editor Dave Fornell shows some of the most innovative new technology displayed on the show floor at the Heart Rhythm Society (HRS) annual scientific sessions. The tour includes new devices and trends in electrophysiology. For more information: www.DIcardiology.com

EP Lab | May 17, 2012

Heart Rhythm Society (HRS) President-Elect Hugh Calkins, M.D., FACC, director, cardiac arrhythmia services and EP lab, Johns Hopkins University, Baltimore, Md., offers an overview of trends and top news in electrophysiology at the HRS 2012 scientific sessions. For more information: www.DIcardiology.com

Implantable Cardioverter Defibrillator (ICD) | May 16, 2012

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EP Lab | May 16, 2012

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Ultrasound Intra-cardiac Echo (ICE) | April 06, 2012

Siemens' AcuNav V 3-D intracardiac echo (ICE) catheter offers detailed, live 3-D images of the interior of the heart. This video shows an example of the catheter imaging the pulmonary vein. The technology may play a role in better guiding transcatheter electrophysiology (EP) ablation procedures. The technology was shown as a work-in-progress during ACC 2012.

Ultrasound Intra-cardiac Echo (ICE) | April 06, 2012

Siemens' AcuNav V 3-D intracardiac echo (ICE) catheter offers detailed, live 3-D images of the interior of the heart. This video shows an example of the catheter imaging a transseptal puncture. This new ICE technology may help better guide these punctures, which are routinely used in catheter ablations and transcatheter left atrial appendage (LAA) occluder delivery. The technology was shown as a work-in-progress during ACC 2012.

Cardiac PACS | March 29, 2012

During the American College of Cardiology (ACC) 2012 Scientific Session, McKesson displayed new features for its cardiovascular information system (CVIS). These included an electrophysiology (EP) reporting workflow, the addition of stress and Holter support and integrated inventory management. The features were shown as works-in-progress as part of the upcoming release of McKesson Cardiology v13.0, slated for release by early summer 2012. The EP reporting module integrates diagnostics including tilt tables, implantable devices and ablation treatment EP recording systems. For more information: www.allaboutCVIS.com

Implantable Cardioverter Defibrillator (ICD) | March 09, 2012

This video, provided by Boston Scientific, shows how to implant the subcutaneous implantable cardioverter defibrillator (S-ICD) system. Unlike conventional implantable cardioverter defibrillators (ICDs), which require thin, insulated wires (leads) to pass through the venous system and into the heart, the entire S-ICD System sits just below the skin and leaves the heart and blood vessels untouched. This technology has the potential to expand the reach of ICD therapy, offering physicians and appropriate patients a new alternative to traditional ICDs.  Read the most recent article on the S-ICD — “FDA Clears MRI-safe Subcutaneous Implantable Cardioverter Defibrillator (S-ICD) System.”

 

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