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Francesca Tedeschi - The Phantom of Radon
Improve accuracy in computerized tomography (CT) with the analytical Radon transform, a game-changer for medical imaging applications, allowing for more precise error estimation and phantom testing.
- The Phantom Of Radon transform is used for computerized tomography (CT) where a phantom is a fictitious image used to build a fictitious datum, which is the synogram.
- The goal is to improve the accuracy of the Radon transform by recognizing discontinuities in the phantom, which are challenging to handle, especially in medical imaging applications.
- Researchers have developed an exact single radon transform that is analytical rather than numerical, making it more suitable for testing reconstruction algorithms.
- Error estimation is critical, and the difference between the two Radon transform radon transforms shows that error occurs along discontinuities.
- There are different types of phantoms, including ellipses, shapes that can be used for testing with exact Radon transform analytical Radon transform.
- Iterative methods are another approach; however, the current focus is on analytical methods to simplify the process.
Technical concepts:
- Phantom: fictitious images used for computerized tomography CT
- Radon transform: inverse transform that computes the synogram
- Exact single transform: analytical rather than numerical
- Discontinuities: challenging to handle in medical imaging applications
- Error estimation
- Phantoms can be represented as fun times square or rectangles
Practical applications:
- Medical imaging testing and reconstruction
- Computerized tomography (CT)
- Tomography machine