Ghent University Academic Bibliography

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- Journal Article
- A1
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Dual‐view scout scans with deep learning for ultra‐low dose attenuation correction in PET

Florence Marie Muller (UGent) , Margaret E. Daube‐Witherspoon, Michael J. Parma, Amy E. Perkins, Peter B. Noël, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) and Joel S. Karp

(2026) MEDICAL PHYSICS. 53(9).
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Sensitivity-weighting methods in reconstruction and denoising for axially sparse long axial field-of-view PET : a lesion embedding study

Florence Marie Muller (UGent) , Margaret E. Daube-Witherspoon, Suleman Surti, Bing Dai, Min Gao, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) and Joel S. Karp

(2025) 2025 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).
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Deep learning-based attenuation correction in TOF-PET using histo-image data partitioning and dual-view scout images

Florence Marie Muller (UGent) , Margaret E. Daube-Witherspoon, Michael J. Parma, Samuel Matej, Juhi Raj, Peter B. Noël, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) and Joel S. Karp

(2025) 2025 IEEE Nuclear Science Symposium (NSS), Medical Imaging Conference (MIC) and Room Temperature Semiconductor Detector Conference (RTSD).
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- Journal Article
- A1
- open access
Impact of deep learning denoising on kinetic modelling for low-dose dynamic PET : application to single- and dual-tracer imaging protocols

Florence Marie Muller (UGent) , Elizabeth J. Li, Margaret E. Daube-Witherspoon, Austin R. Pantel, Corinde E. Wiers, Jacob G. Dubroff, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) and Joel S. Karp

(2025) EUROPEAN JOURNAL OF NUCLEAR MEDICINE AND MOLECULAR IMAGING. 52(9). p.3465-3483
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- Conference Paper
- C3
- open access
Cost-effective total-body PET with axial and transverse gaps

Min Gao, Florence Marie Muller (UGent) , Margaret E. Daube-Witherspoon, Joel S. Karp and Suleman Surti

(2023) 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD).
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- Conference Paper
- C3
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Deep learning image denoising in PET : quantitative impact on kinetic modeling and clinical metrics

Florence Marie Muller (UGent) , Elizabeth J. Li, Min Gao, Austin R. Pantel, Michael J. Parma, Suleman Surti, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) , Margaret E. Daube-Witherspoon and Joel S. Karp

(2023) 2023 IEEE Nuclear Science Symposium, Medical Imaging Conference and International Symposium on Room-Temperature Semiconductor Detectors (NSS MIC RTSD).
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- Conference Paper
- C3
- open access
Deep learning image denoising in PET : quantitative impact on kinetic modelling and clinical metrics

Florence Marie Muller (UGent) , Elizabeth J. Li, Min Gao, Austin R. Pantel, Michael J. Parma, Suleman Surti, Christian Vanhove (UGent) , Stefaan Vandenberghe (UGent) , Margaret E. Daube-Witherspoon and Joel S. Karp

(2023) Pendergrass Research Symposium, Abstracts.

Academic Bibliography

Dual‐view scout scans with deep learning for ultra‐low dose attenuation correction in PET

Sensitivity-weighting methods in reconstruction and denoising for axially sparse long axial field-of-view PET : a lesion embedding study

Deep learning-based attenuation correction in TOF-PET using histo-image data partitioning and dual-view scout images

Impact of deep learning denoising on kinetic modelling for low-dose dynamic PET : application to single- and dual-tracer imaging protocols

Cost-effective total-body PET with axial and transverse gaps

Deep learning image denoising in PET : quantitative impact on kinetic modeling and clinical metrics

Deep learning image denoising in PET : quantitative impact on kinetic modelling and clinical metrics

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