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Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks

机译：使用3D卷积神经网络全自动或扩大多发性硬化病变的全自动纵向分割

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Julia Krüger; Roland Opfer; Nils Gessert; Ann-Christin Ostwaldt; Praveena Manogaran; Hagen H. Kitzler; Alexander Schlaefer; Sven Schippling;
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1. Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks [J] . Julia Krüger, Roland Opfer, Nils Gessert, NeuroImage: Clinical . 2020,第a期

机译：使用3D卷积神经网络全自动或扩大多发性硬化病变的全自动纵向分割
2. Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach [J] . Valverde Sergi, Cabezas Mariano, Roura Eloy, NeuroImage . 2017,第期

机译：用级联3D卷积神经网络方法改善自动化多发性硬化病变分割
3. Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation [J] . Tom Brosch, Lisa Y. W. Tang, Youngjin Yoo, IEEE Transactions on Medical Imaging . 2016,第5期

机译：具有多尺度特征集成的快捷方式的深度3D卷积编码器网络应用于多发性硬化病变分割
4. Multiple Sclerosis Lesion Segmentation Using Longitudinal Normalization and Convolutional Recurrent Neural Networks [C] . Sergio Tascon-Morales, Stefan Hoffmann, Martin Treiber, International Conference on Medical Image Computing and Computer-Assisted Intervention;International Workshop on Machine Learning in Clinical Neuroimaging;Radiomics and Radiogenomics in Neuro-oncology using AI Conference . 2020

机译：多发性硬化病变分割使用纵向标准化和卷积经常性神经网络
5. Automated Segmentation and Uncertainty Quantification for Image-Based Cardiovascular Modeling with Convolutional Neural Networks [D] . Maher, Gabriel. 2020

机译：卷积神经网络的图像基础心血管建模的自动分割和不确定量化
6. Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks [O] . Julia Krüger, Roland Opfer, Nils Gessert, 2020

机译：使用3D卷积神经网络全自动或扩大多发性硬化病变的全自动纵向分割
7. Improving automated multiple sclerosis lesion segmentation with a cascaded 3D convolutional neural network approach [O] . Valverde Valverde, Sergi, Cabezas Grebol, Mariano, Roura Perez, Eloy, 2017

机译：通过级联的3D卷积神经网络方法改进自动多发性硬化症病变分割

Fully automated longitudinal segmentation of new or enlarged multiple sclerosis lesions using 3D convolutional neural networks

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