Deep Learning Model for Classifying Metastatic Epidural Spinal Cord Compression on MRI

Deep Learning Model for Classifying Metastatic Epidural Spinal Cord Compression on MRI

BackgroundMetastatic epidural spinal cord compression (MESCC) is a devastating complication of advanced cancer. A deep learning (DL) model for automated MESCC classification on MRI could aid earlier diagnosis and referral.PurposeTo develop a DL model for automated classification of MESCC on MRI.Mate...

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Bibliographic Details
Main Authors: James Thomas Patrick Decourcy Hallinan, Lei Zhu, Wenqiao Zhang, Desmond Shi Wei Lim, Sangeetha Baskar, Xi Zhen Low, Kuan Yuen Yeong, Ee Chin Teo, Nesaretnam Barr Kumarakulasinghe, Qai Ven Yap, Yiong Huak Chan, Shuxun Lin, Jiong Hao Tan, Naresh Kumar, Balamurugan A. Vellayappan, Beng Chin Ooi, Swee Tian Quek, Andrew Makmur
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-05-01
Series:Frontiers in Oncology
Subjects:
deep learning model
metastatic epidural spinal cord compression
MRI
Bilsky classification
spinal metastasis classification
spinal metastatic disease
Online Access:https://www.frontiersin.org/articles/10.3389/fonc.2022.849447/full

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https://www.frontiersin.org/articles/10.3389/fonc.2022.849447/full

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