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CATEGORIES:Class/Seminar
DESCRIPTION:David Ouyang\, MD\nCardiologist and Research Scientist\nThe Per
 manente Medical Group\n\nTitle: Development and Deployment of Echocardiogra
 phy AI\n\nAbstract\n\nI am a cardiologist and researcher in Division of Res
 earch at Kaiser Permanente Northern California. I am also an adjunct Assist
 ant Professor at the Smidt Heart Institute at Cedars-Sinai. As a physician-
 scientist and statistician with focus on cardiology and imaging\, I majored
  in statistics at Rice University\, obtained my MD at UCSF\, and received p
 ost-graduate medical education in internal medicine\, cardiology\, and a po
 stdoc in computer science and biomedical data science at Stanford Universit
 y. I am also a Deputy Editor at NEJM AI and Chair of the ImageGuideRegistry
  for the American Society of Echocardiography. Our mission is to improve ca
 rdiovascular diagnosis and disease detection using computer vision and arti
 ficial intelligence. Our group works on applications of deep learning\, com
 puter vision\, and the statistical analysis of large datasets within cardio
 vascular medicine. We focus on AI model development (see section 'Precision
  Phenotyping')\, AI model understanding (see section 'Interpretable Medical
  AI')\, and AI model deployment and implementation (see section 'AI Clinica
 l Trials'). We are interested in all forms of cardiovascular data\, includi
 ng ECG\, MRI\, radiological imaging\, and particicularly interested in nove
 l insights from pre-existing data. Our work has been published in Nature\, 
 Nature Medicine\, NEJM AI\, Circulation\, JAMA Cardiology\, EHJ\, and other
  scientific venues. Our group works on multi-modal datasets\, leveraging EH
 R\, ECG\, echo\, and MRI data for a broad perspective on cardiovascular dis
 ease. Our lab members bring expertise from a wide range of backgrounds rang
 ing from physics\, mechanical engineering\, computer science to cardiology\
 , anesthesia\, and internal medicine.
DTEND:20260121T210000Z
DTSTAMP:20260307T115545Z
DTSTART:20260121T200000Z
LOCATION:Clark Center S360
SEQUENCE:0
SUMMARY:IBIIS & AIMI Seminar: Development and Deployment of Echocardiograph
 y AI
UID:tag:localist.com\,2008:EventInstance_51843771848586
URL:https://events.stanford.edu/event/ibiis-aimi-seminar-development-and-de
 ployment-of-echocardiography-ai
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