DRM-VAE: A Dual Residual Multi Variational Auto-Encoder for Brain Tumor Segmentation with Missing Modalities

Author:

Zhu Yian,Wang Shaoyu,Hu Yun,Ma Xiao,Qin Yanxia,Xie Jianyun

Funder

National Natural Science Foundation of China

Publisher

IEEE

Reference14 articles.

1. Auto-Encoding Variational Bayes;kingma;ICLRE,2014

2. Multimodal generative models for scalable weakly-supervised learning;wu;Proceedings of the 32Nd International Conference on Neural Information Processing Systems,2018

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4. NVAE: A deep hierarchical variational autoencoder;vahdat;Neural Information Processing Systems,2020

5. Brain Tumor Segmentation for Missing Modalities by Supplementing Missing Features

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1. CorrDiff: Corrective Diffusion Model for Accurate MRI Brain Tumor Segmentation;IEEE Journal of Biomedical and Health Informatics;2024-03

2. Tumor segmentation on brain MRI with U-net for multi-modality data;AIP Conference Proceedings;2024

3. A literature survey of MR-based brain tumor segmentation with missing modalities;Computerized Medical Imaging and Graphics;2023-03

4. A Survey on Brain Tumor Segmentation with Missing MRI Modalities;Lecture Notes in Electrical Engineering;2023

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