Grating-based dark-field computed tomography: an ex-vivo porcine lung study

被引:0
作者
Hilmer, Josepha F. [1 ,2 ]
Viermetz, Manuel [1 ,2 ]
Haeusele, Jakob [1 ,2 ]
Bleuel, Paulina [1 ,2 ]
Kohlhaas, Bettina [1 ,2 ]
Gustschin, Nikolai [1 ,2 ]
Schmid, Clemens [1 ,2 ]
Pfeiffer, Daniela [1 ,2 ,3 ]
Koehler, Thomas [4 ,5 ]
Pfeiffer, Franz [1 ,2 ,3 ,5 ]
机构
[1] Tech Univ Munich, TUM Sch Nat Sci, Dept Phys, Chair Biomed Phys, D-85748 Garching, Germany
[2] Tech Univ Munich, Munich Inst Biomed Engn, D-85748 Garching, Germany
[3] Tech Univ Munich, TUM Sch Med, Dept Diagnost & Intervent Radiol, Klinikum Rechts Isar, D-81675 Munich, Germany
[4] Philips Innovat Technol, D-22335 Hamburg, Germany
[5] Tech Univ Munich, TUM Inst Adv Study, D-85748 Garching, Germany
来源
MEDICAL IMAGING 2025: PHYSICS OF MEDICAL IMAGING, PT 1 | 2025年 / 13405卷
基金
欧洲研究理事会;
关键词
dark-field CT; dark-field imaging; porcine lung study; computed tomography; X-ray imaging; PHASE-RETRIEVAL;
D O I
10.1117/12.3046820
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
X-ray computed tomography (CT) is a well-established and frequently used technique in clinical diagnostics because of its non-destructively generated high-resolution images. There have been several refinements and promising new technologies such as dual-energy CT or photon counting detectors which gain even more detailed insights. All these techniques are restricted to the X-rays' attenuation contrast only. Dark-field CT, on the contrary, amplifies the radiological information by accessing indirect information on the tissues microstructure, including e.g., porosity, by utilizing a grating interferometer. In this work, we use ventilated ex-vivo porcine lungs to mimic the clinical use case of dark-field CT realistically. We demonstrate that the system has a sufficient sensitivity for lung imaging and obtain a first benchmark for HUd values of lung tissue.
引用
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页数:5
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