Multi-planar 2.5D U-Net for image quality enhancement of dental cone-beam CT

Cone-beam computed tomography (CBCT) can provide 3D images of a targeted area with the advantage of lower dosage than multidetector computed tomography (MDCT; also simply referred to as CT). However, in CBCT, due to the cone-shaped geometry of the X-ray source and the absence of post-patient collima...

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Veröffentlicht in:	PloS one 2023-05, Vol.18 (5), p.e0285608
Hauptverfasser:	Ryu, Kanghyun, Lee, Chena, Han, Yoseob, Pang, Subeen, Kim, Young Hyun, Choi, Chanyeol, Jang, Ikbeom, Han, Sang-Sun
Format:	Artikel
Sprache:	eng
Schlagworte:	Analysis Anthropomorphism Automation Biology and Life Sciences Computed tomography Cone-Beam Computed Tomography - methods CT imaging Diagnostic systems Engineering and Technology Evaluation Humans Image Enhancement Image processing Image Processing, Computer-Assisted - methods Image quality Imaging, Three-Dimensional - methods Machine learning Medical imaging Medicine and Health Sciences Noise reduction Patients Phantoms, Imaging Radiation Radiology Registration Research and Analysis Methods Retrospective Studies Sharpness Tomography Workflow X ray sources
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