Improved Repeatability of Mouse Tibia Volume Segmentation in Murine Myelofibrosis Model Using Deep Learning

Improved Repeatability of Mouse Tibia Volume Segmentation in Murine Myelofibrosis Model Using Deep Learning

A murine model of myelofibrosis in tibia was used in a co-clinical trial to evaluate segmentation methods for application of image-based biomarkers to assess disease status. The dataset (32 mice with 157 3D MRI scans including 49 test–retest pairs scanned on consecutive days) was split into approxim...

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Bibliographic Details
Main Authors: Aman Kushwaha, Rami F. Mourad, Kevin Heist, Humera Tariq, Heang-Ping Chan, Brian D. Ross, Thomas L. Chenevert, Dariya Malyarenko, Lubomir M. Hadjiiski
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Tomography
Subjects:
attention-U-net
myelofibrosis
MRI
test–retest pairs
volume wCV
mouse tibia segmentation
Online Access:https://www.mdpi.com/2379-139X/9/2/48

Internet

https://www.mdpi.com/2379-139X/9/2/48

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