Context-Aware Dual-Task Deep Network for Concurrent Bone Segmentation and Clinical Assessment to Enhance Shoulder Arthroplasty Preoperative planning
<italic>Goal:</italic> Effective preoperative planning for shoulder joint replacement requires accurate glenohumeral joint (GH) digital surfaces and reliable clinical staging. <italic>Methods:</italic> xCEL-UNet was designed as a dual-task deep network for humerus and scapula...
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Main Authors: | Luca Marsilio, Andrea Moglia, Alfonso Manzotti, Pietro Cerveri |
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Format: | Article |
Language: | English |
Published: |
IEEE
2025-01-01
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Series: | IEEE Open Journal of Engineering in Medicine and Biology |
Subjects: | |
Online Access: | https://ieeexplore.ieee.org/document/10835174/ |
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