arXiv Open Access 2020

Quantum Medical Imaging Algorithms

Bobak Toussi Kiani Agnes Villanyi Seth Lloyd

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Abstrak

A central task in medical imaging is the reconstruction of an image or function from data collected by medical devices (e.g., CT, MRI, and PET scanners). We provide quantum algorithms for image reconstruction with exponential speedup over classical counterparts when data is input as a quantum state. Since outputs of our algorithms are stored in quantum states, individual pixels of reconstructed images may not be efficiently accessed classically; instead, we discuss various methods to extract information from outputs using a variety of quantum post-processing algorithms.

Topik & Kata Kunci

quant-ph eess.IV physics.med-ph

Penulis (3)

Bobak Toussi Kiani

Agnes Villanyi

Seth Lloyd

Format Sitasi

APA MLA BibTeX

Kiani, B.T., Villanyi, A., Lloyd, S. (2020). Quantum Medical Imaging Algorithms. https://arxiv.org/abs/2004.02036

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Informasi Jurnal

Tahun Terbit: 2020
Bahasa: en
Sumber Database: arXiv
Akses: Open Access ✓