AI Friday: Synthetic Data for Medical Imaging
Dr. Sadegh Mohammadi
Freitag 27.10.2023 15:00 - 17:00 Uhr - 2 Stunden
- STARTPLATZ Köln, Im Mediapark 5, 50670 Köln
The Topic of Talk:
In the realm of modern healthcare, Medical Imaging stands as a cornerstone, guiding Health Care Professionals (HCPs) in their diagnostic and patient management endeavors. With the advent of Artificial Intelligence (AI), the landscape of medical diagnosis is undergoing a transformative revolution, promising unprecedented advancements. However, this potential is hindered by a formidable challenge: the scarcity and heterogeneity of medical data. Gender disparities, the rarity of diseases, and compliance issues contribute to a dearth of comprehensive datasets necessary for robust AI-powered tools.
Enter SynMed, an innovative initiative poised at the intersection of cutting-edge technology and healthcare. SynMed harnesses the power of Generative AI, the latest frontier in artificial intelligence, to create Synthetic medical Images. These synthetic images serve as a potent solution, acting as proxies for real medical data and bridging the gap caused by data scarcity. By generating realistic and diverse medical images, SynMed paves the way for accelerated development and deployment of AI-Powered Medical Diagnosis tools.
This talk delves into the pivotal role played by medical imaging in healthcare, highlighting the challenges faced due to data limitations. It explores the promises and possibilities offered by Generative AI, emphasizing how SynMed's groundbreaking approach can revolutionize the field. By providing a comprehensive overview of the technology, methodologies, and potential applications, this talk illuminates the path toward a future where AI-driven medical diagnosis is not just a possibility but a widespread reality, transforming patient care and medical practices globally.
About the Speaker:
Dr. Sadegh Mohammadi, Head of Computer Vision & Sound Analysis at Bayer Pharma.
Anmeldung
- Wann:
- 27.10.2023 von 15:00 bis 17:00 Uhr.
- Wo:
- Köln
- Anmelden:
- Jetzt anmelden!
Über den STARTPLATZ AI HUB
Der STARTPLATZ AI Hub wurde 2023 ins Leben gerufen und bringt Deutschlands KI-Community, bestehend aus KI-Expert:innen und KI-Enthusiasten, zusammen und bietet ihnen eine starke Infrastruktur zur Förderung des Wissensaustauschs, Integrationslösungen, Projektentwicklungen und Unternehmensgründungen rund um generative KI. An den Standorten in Köln und Düsseldorf stehen dafür eigene Coworking-Bereiche, regelmäßige Veranstaltungen wie die AI Summer School, das AI Bootcamp, Online-Ressourcen sowie Beratungssessions von Expert:innen bereit.
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