Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT-Reference-Cited by-同舟云学术

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Physics-Guided Deep Scatter Estimation by Weak Supervision for Quantitative SPECT

Published:2023-10 Issue:10 Volume:42 Page:2961-2973
ISSN:0278-0062
Container-title:IEEE Transactions on Medical Imaging
language:
Short-container-title:IEEE Trans. Med. Imaging

Author:

Kim Hanvit¹^ORCID,Li Zongyu²^ORCID,Son Jiye³,Fessler Jeffrey A.²^ORCID,Dewaraja Yuni K.⁴^ORCID,Chun Se Young⁵^ORCID

Affiliation:

1. Department of Electrical Engineering, Ulsan National Institute of Science and Technology (UNIST), Ulsan, South Korea

2. Department of Electrical Engineering and Computer Science, University of Michigan, Ann Arbor, MI, USA

3. School of Electrical and Computer Engineering (ECE), UNIST, Ulsan, South Korea

4. Department of Radiology, University of Michigan, Ann Arbor, MI, USA

5. Department of ECE, INMC and IPAI, SNU, Seoul, South Korea

Funder

Basic Science Research Program through the National Research Foundation of Korea

Ministry of Education, Republic of Korea

Korea Health Technology Research and Development Project through the Korea Health Industry Development Institute

Ministry of Health and Welfare, Republic of Korea

Creative-Pioneering Researchers Program through Seoul National University

National Institute of Health, USA

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Electrical and Electronic Engineering,Computer Science Applications,Radiological and Ultrasound Technology,Software

Link

http://xplorestaging.ieee.org/ielx7/42/10269089/10109876.pdf?arnumber=10109876

Reference50 articles.

1. MIRD Pamphlet No. 26: Joint EANM/MIRD Guidelines for Quantitative 177Lu SPECT Applied for Dosimetry of Radiopharmaceutical Therapy

2. A practical method for position-dependent Compton-scatter correction in single photon emission CT

3. A deep neural network for fast and accurate scatter estimation in quantitative SPECT/CT under challenging scatter conditions

4. Fast quantitative reconstruction with focusing collimators for liver SPECT

5. 177 Lutetium SPECT/CT: Evaluation of collimator, photopeak and scatter correction

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