Deep Learning -Based Algorithm for MRI Lumbar Vertebrae Instance Segmentation

Magnetic resonance (MR) morphometric analysis of the spine plays crucial role in clinical practice for diagnosis various anomalies, including osteoporosis, age-related degenerative changes, etc. However, the current approach to MR morphometry relies on manual measurements by radiologists, which is a...

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Veröffentlicht in:	2023 IEEE Ural-Siberian Conference on Computational Technologies in Cognitive Science, Genomics and Biomedicine (CSGB) S. 150 - 153
Hauptverfasser:	AI-Haidri, Walid, Brui, Ekaterina, Usmanova, Indira, Salimov, Farkhad, Akhatov, Ainur, Al-Habeeb, Mohammed, Il'yasov, Kamil A.
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 28.09.2023
Schlagworte:	CNN Current measurement Deep learning DL-based Algorithm Image Segmentation Magnetic resonance Magnetic resonance imaging MRI Osteoporosis Spine Training vertebra deformity
Online-Zugang:	Volltext
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