Combined Edge Loss UNet for Optimized Segmentation in Total Knee Arthroplasty Preoperative Planning

Bone segmentation and 3D reconstruction are crucial for total knee arthroplasty (TKA) surgical planning with Personalized Surgical Instruments (PSIs). Traditional semi-automatic approaches are time-consuming and operator-dependent, although they provide reliable outcomes. Moreover, the recent expans...

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Bibliographic Details
Published in:Bioengineering
Main Authors: Luca Marsilio, Andrea Moglia, Matteo Rossi, Alfonso Manzotti, Luca Mainardi, Pietro Cerveri
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Subjects:
total knee arthroplasty
orthopedic surgery
preoperative planning
artificial intelligence
automatic segmentation
UNet
Online Access:https://www.mdpi.com/2306-5354/10/12/1433

Internet

https://www.mdpi.com/2306-5354/10/12/1433

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