PETAL-3D: Progressive Elimination of Noise Towards Accurate Ultra Low-Count PET Images Using 3D U-Nets

Ezzat Elmoujarkach; Fabian Schmidt; Eduardo Calderón; Wenhong Lan; Pia M. Linder; Lena S. Kiefer; Christian la Fougère; Magdalena Rafecas

doi:10.1109/TRPMS.2025.3638644

PETAL-3D: Progressive Elimination of Noise Towards Accurate Ultra Low-Count PET Images Using 3D U-Nets

Ezzat Elmoujarkach
, Fabian Schmidt
, Eduardo Calderón
, Wenhong Lan
, Pia M. Linder
, Lena S. Kiefer
, Christian la Fougère
, Magdalena Rafecas^*

^*Korrespondierende/r Autor/-in für diese Arbeit

Institut für Medizintechnik

Department of Nuclear Medicine and Clinical Molecular Imaging, University Hospital Tuebingen
Department of Preclinical Imaging and Radiopharmacy, Werner Siemens Imaging Center, Eberhard Karls University Tuebingen

Originalsprache	Englisch
Zeitschrift	IEEE Transactions on Radiation and Plasma Medical Sciences
ISSN	2469-7311
DOIs	https://doi.org/10.1109/TRPMS.2025.3638644
Publikationsstatus	Veröffentlicht - 2025

UN SDGs

Dieser Output leistet einen Beitrag zu folgendem(n) Ziel(en) für nachhaltige Entwicklung

SDG 3 – Gesundheit und Wohlergehen
SDG 9 – Industrie, Innovation und Infrastruktur

Strategische Forschungsbereiche und Zentren

Zentren: Center of Imaging Sciences (CIS)
Forschungsschwerpunkt: Biomedizintechnik

DFG-Fachsystematik

2.22-32 Medizinische Physik, Biomedizinische Technik

Zugriff auf Dokument

10.1109/TRPMS.2025.3638644Lizenz: CC BY

Dieses zitieren

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author = "Ezzat Elmoujarkach and Fabian Schmidt and Eduardo Calder{\'o}n and Wenhong Lan and Linder, \{Pia M.\} and Kiefer, \{Lena S.\} and \{la Foug{\`e}re\}, Christian and Magdalena Rafecas",

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doi = "10.1109/TRPMS.2025.3638644",

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T1 - PETAL-3D: Progressive Elimination of Noise Towards Accurate Ultra Low-Count PET Images Using 3D U-Nets

AU - Elmoujarkach, Ezzat

AU - Schmidt, Fabian

AU - Calderón, Eduardo

AU - Lan, Wenhong

AU - Linder, Pia M.

AU - Kiefer, Lena S.

AU - la Fougère , Christian

AU - Rafecas, Magdalena

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U2 - 10.1109/TRPMS.2025.3638644

DO - 10.1109/TRPMS.2025.3638644

M3 - Journal articles

SN - 2469-7311

JO - IEEE Transactions on Radiation and Plasma Medical Sciences

JF - IEEE Transactions on Radiation and Plasma Medical Sciences

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