Learning-based occupational x-ray scatter estimation

During x-ray-guided interventional procedures, the medical staff is exposed to scattered ionizing radiation caused by the patient. To increase the staff's awareness of the invisible radiation and monitor dose online, computational scatter estimation methods are convenient. However, such methods...

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Veröffentlicht in:	Physics in medicine & biology 2022-04, Vol.67 (7), p.75001
Hauptverfasser:	Maul, Noah, Roser, Philipp, Birkhold, Annette, Kowarschik, Markus, Zhong, Xia, Strobel, Norbert, Maier, Andreas
Format:	Artikel
Sprache:	eng
Schlagworte:	b-splines convolutional neural networks Humans Monte Carlo Method Neural Networks, Computer occupational dose Radiation, Ionizing Radiography x-ray scatter X-Rays
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