Semi-Supervised Deep Learning-Based Image Registration Method with Volume Penalty for Real-Time Breast Tumor Bed Localization

Semi-Supervised Deep Learning-Based Image Registration Method with Volume Penalty for Real-Time Breast Tumor Bed Localization

Breast-conserving surgery requires supportive radiotherapy to prevent cancer recurrence. However, the task of localizing the tumor bed to be irradiated is not trivial. The automatic image registration could significantly aid the tumor bed localization and lower the radiation dose delivered to the su...

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Bibliographic Details
Main Authors: Marek Wodzinski, Izabela Ciepiela, Tomasz Kuszewski, Piotr Kedzierawski, Andrzej Skalski
Format: Article
Language:English
Published: MDPI AG 2021-06-01
Series:Sensors
Subjects:
deep learning
image registration
missing data
radiotherapy
breast-conserving surgery
Online Access:https://www.mdpi.com/1424-8220/21/12/4085

Internet

https://www.mdpi.com/1424-8220/21/12/4085

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