Deep learning exploration for SPECT MPI polar map images classification in coronary artery disease
Author:
Funder
Hellenic Foundation for Research and Innovation
Publisher
Springer Science and Business Media LLC
Subject
Radiology, Nuclear Medicine and imaging,General Medicine
Link
https://link.springer.com/content/pdf/10.1007/s12149-022-01762-4.pdf
Reference22 articles.
1. Kaplan Berkaya S, Ak Sivrikoz I, Gunal S. Classification models for SPECT myocardial perfusion imaging. Comput Biol Med. 2020;123: 103893.
2. Cassar A, Holmes DR, Rihal CS, Gersh BJ. Chronic coronary artery disease: diagnosis and management. Mayo Clin Proc. 2009;84:1130–46.
3. Zhang YC, Kagen AC. Machine learning interface for medical image analysis. J Digit Imaging. 2017;30:615–21.
4. Arsanjani R, Xu Y, Dey D, Vahistha V, Shalev A, Nakanishi R, et al. Improved accuracy of myocardial perfusion SPECT for detection of coronary artery disease by machine learning in a large population. J Nucl Cardiol. 2013;20:553–62.
5. Stefanini M, Lancellotti R, Baraldi L, Calderara S. A Deep-learning-based approach to VM behavior Identification in Cloud Systems. In: Proceedings of 9th International Conference on Cloud Computing Service and Science [Internet]. Heraklion, Crete, Greece: SCITEPRESS—Science and Technology Publications; 2019 [cited 2022 Jan 15]. p. 308–15. https://doi.org/10.5220/0007708403080315
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