Education Session 2: Novel AI-enhanced Image Generation and Analysis, and Disease Characterization and Treatment

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About Course

  • Understand the unique uptake and distribution of nanoparticles as contrast agents in pathological tissues and use of AI-enhanced data mining of nanoparticle contrast-enhanced images for disease phenotyping.
  • Describe how AI can enhance the profiling of cancer patients and unlock new clinical insights in treatment response, and how generative AI can be leveraged to alleviate the global disparity in healthcare access and improve healthcare outcomes.
  • Learn how AI-enabled image reconstruction and analysis can help to unlock the potentials of magnetic particle imaging for disease diagnosis and treatment planning.

Course Content

Interrogation of Disease Phenotype using Nano-radiomics

  • Abstract
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  • Interrogation of Disease Phenotype using Nano-radiomics
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Harnessing AI for Enhanced Molecular Imaging in Cancer Research

Advances in Magnetic Particle Imaging: A Machine Learning and Deep Learning Perspective