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2.5D deep learning based on multi-parameter MRI to differentiate primary lung cancer pathological subtypes in patients with brain metastases.
Jinling Zhu
Li Zou
Xin Xie
Ruizhe Xu
Ye Tian
Bo Zhang
Published in:
European journal of radiology (2024)
The proposed 2.5D DL model is feasible and effective in identifying pathological subtypes of BMs from lung cancer.
Keyphrases
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brain metastases
deep learning
small cell lung cancer
magnetic resonance imaging
contrast enhanced
artificial intelligence
machine learning
convolutional neural network
diffusion weighted imaging
magnetic resonance
computed tomography