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Beats, Bytes, Brilliance ๐Ÿซ€๐Ÿ’พ๐ŸŒŸ: The Rise of AI in Echocardiography

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Manage episode 491701076 series 2740117
Content provided by MasterMedFacts LLC and RR Baliga MD. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MasterMedFacts LLC and RR Baliga MD or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

๐Ÿšจ Just out in JAMA!

๐Ÿ’ก PanEcho, a multitask AI model trained on over 1.2 million echo videos, can automate complete echocardiographic interpretation โ€” from LVEF to valvular disease โ€” with diagnostic AUCs up to 1.00 and MAE as low as 4.2%.

๐ŸŒ Validated across international cohorts, including point-of-care settings, this tool could redefine access, accuracy, and efficiency in cardiac imaging.

๐Ÿซ€๐Ÿค– A major leap toward AI-assisted cardiovascular diagnostics.

๐Ÿ”— Read the study

#AIinMedicine #Cardiology #EchoRevolution #PanEcho #DigitalHealth #JAMA #MachineLearning #CardioAI #MedicalImaging #DeepLearning

  continue reading

542 episodes

Artwork
iconShare
 
Manage episode 491701076 series 2740117
Content provided by MasterMedFacts LLC and RR Baliga MD. All podcast content including episodes, graphics, and podcast descriptions are uploaded and provided directly by MasterMedFacts LLC and RR Baliga MD or their podcast platform partner. If you believe someone is using your copyrighted work without your permission, you can follow the process outlined here https://staging.podcastplayer.com/legal.

๐Ÿšจ Just out in JAMA!

๐Ÿ’ก PanEcho, a multitask AI model trained on over 1.2 million echo videos, can automate complete echocardiographic interpretation โ€” from LVEF to valvular disease โ€” with diagnostic AUCs up to 1.00 and MAE as low as 4.2%.

๐ŸŒ Validated across international cohorts, including point-of-care settings, this tool could redefine access, accuracy, and efficiency in cardiac imaging.

๐Ÿซ€๐Ÿค– A major leap toward AI-assisted cardiovascular diagnostics.

๐Ÿ”— Read the study

#AIinMedicine #Cardiology #EchoRevolution #PanEcho #DigitalHealth #JAMA #MachineLearning #CardioAI #MedicalImaging #DeepLearning

  continue reading

542 episodes

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