Deep Learning Model for Grading Metastatic Epidural Spinal Cord Compression on Staging CT

Deep Learning Model for Grading Metastatic Epidural Spinal Cord Compression on Staging CT

Background: Metastatic epidural spinal cord compression (MESCC) is a disastrous complication of advanced malignancy. Deep learning (DL) models for automatic MESCC classification on staging CT were developed to aid earlier diagnosis. Methods: This retrospective study included 444 CT staging studies f...

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Bibliographic Details
Main Authors: James Thomas Patrick Decourcy Hallinan, Lei Zhu, Wenqiao Zhang, Tricia Kuah, Desmond Shi Wei Lim, Xi Zhen Low, Amanda J. L. Cheng, Sterling Ellis Eide, Han Yang Ong, Faimee Erwan Muhamat Nor, Ahmed Mohamed Alsooreti, Mona I. AlMuhaish, 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: MDPI AG 2022-06-01
Series:Cancers
Subjects:
deep learning model
metastatic spinal cord compression
metastatic epidural spinal cord compression
CT
MRI
Bilsky classification
Online Access:https://www.mdpi.com/2072-6694/14/13/3219

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