Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models

Localization and Edge-Based Segmentation of Lumbar Spine Vertebrae to Identify the Deformities Using Deep Learning Models

The lumbar spine plays a very important role in our load transfer and mobility. Vertebrae localization and segmentation are useful in detecting spinal deformities and fractures. Understanding of automated medical imagery is of main importance to help doctors in handling the time-consuming manual or...

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Bibliographic Details
Main Authors: Malaika Mushtaq, Muhammad Usman Akram, Norah Saleh Alghamdi, Joddat Fatima, Rao Farhat Masood
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Sensors
Subjects:
deep learning
localization
lumbar lordortic angle
lumbosacral angle
lumbar spine
edge-based segmentation
Online Access:https://www.mdpi.com/1424-8220/22/4/1547

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