Prediction of Primary Tumor Sites in Spinal Metastases Using a ResNet-50 Convolutional Neural Network Based on MRI

Prediction of Primary Tumor Sites in Spinal Metastases Using a ResNet-50 Convolutional Neural Network Based on MRI

We aim to investigate the feasibility and evaluate the performance of a ResNet-50 convolutional neural network (CNN) based on magnetic resonance imaging (MRI) in predicting primary tumor sites in spinal metastases. Conventional sequences (T1-weighted, T2-weighted, and fat-suppressed T2-weighted sequ...

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Bibliographic Details
Main Authors: Ke Liu, Siyuan Qin, Jinlai Ning, Peijin Xin, Qizheng Wang, Yongye Chen, Weili Zhao, Enlong Zhang, Ning Lang
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Cancers
Subjects:
spinal metastases
convolutional neural network
MRI
Online Access:https://www.mdpi.com/2072-6694/15/11/2974

Internet

https://www.mdpi.com/2072-6694/15/11/2974

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