RadiologyHumansArtificial IntelligenceRadiologyDiagnostic ImagingMachine Learning
Generative AI and Foundation Models in Radiology: Applications, Opportunities, and Potential Challenges.
Neda Tavakoli, Zahra Shakeri, Vrushab Gowda, Konrad Samsel, Arash Bedayat, Ahmadreza Ghasemiesfe, Ulas Bagci, Albert Hsiao, Tim Leiner, James Carr, Daniel Kim, Amir Ali Rahsepar
Published: 202510.1148/radiol.242961
Abstract
Foundation models (FMs) represent a transformative advancement in artificial intelligence (AI), with growing applications in medical imaging. These models leverage self-attention mechanisms and are capable of processing multimodal data, such as image…
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