Fully Automatic Localization and Segmentation of 3D Vertebral Bodies from CT/MR Images via a Learning-Based Method

Open Access

Peer-reviewed

Research Article

Chengwen Chu,

Current address: Stauffacherstr. 78, CH-3014, Bern, Switzerland

Affiliation Institution for Surgical Technology and Biomechanics, University of Bern, 3014 Bern, Switzerland
⨯
Daniel L. Belavý,

Affiliations Charité - University Medicine Berlin, Centre of Muscle and Bone Research, Campus Benjamin Franklin, Free University & Humboldt-University Berlin, 12200 Berlin, Germany, Centre for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University Burwood Campus, Burwood VIC 3125, Australia
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Gabriele Armbrecht,

Affiliation Centre for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University Burwood Campus, Burwood VIC 3125, Australia
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Martin Bansmann,

Affiliation Institut für Diagnostische und Interventionelle Radiologie, Krankenhaus Porz Am Rhein gGmbH, 51149 Köln, Germany
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Dieter Felsenberg,

Affiliation Centre for Physical Activity and Nutrition Research, School of Exercise and Nutrition Sciences, Deakin University Burwood Campus, Burwood VIC 3125, Australia
⨯
Guoyan Zheng

* E-mail: guoyan.zheng@istb.unibe.ch

Current address: Stauffacherstr. 78, CH-3014, Bern, Switzerland

Affiliation Institution for Surgical Technology and Biomechanics, University of Bern, 3014 Bern, Switzerland
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Magnetic resonance imaging
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Computed axial tomography
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Imaging techniques
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Vertebrae
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Spine
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Hidden Markov models
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Computer imaging
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Machine learning
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