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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Detalles Bibliográficos
Autores principales: Kushwaha, Aman, Mourad, Rami F., Heist, Kevin, Tariq, Humera, Chan, Heang-Ping, Ross, Brian D., Chenevert, Thomas L., Malyarenko, Dariya, Hadjiiski, Lubomir M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037585/
https://www.ncbi.nlm.nih.gov/pubmed/36961007
http://dx.doi.org/10.3390/tomography9020048

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10037585/
https://www.ncbi.nlm.nih.gov/pubmed/36961007
http://dx.doi.org/10.3390/tomography9020048

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