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- ArticleSeptember 2021
MRI Brain Tumor Segmentation Using Deep Encoder-Decoder Convolutional Neural Networks
- Benjamin B. Yan,
- Yujia Wei,
- Jaidip Manikrao M. Jagtap,
- Mana Moassefi,
- Diana V. Vera Garcia,
- Yashbir Singh,
- Sanaz Vahdati,
- Shahriar Faghani,
- Bradley J. Erickson,
- Gian Marco Conte
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain InjuriesPages 80–89https://doi.org/10.1007/978-3-031-09002-8_7AbstractIn this study, we focus on Task 1 of the 2021 Multimodal Brain Tumor Segmentation (BraTS) challenge. We present a modified U-net model aimed at improving the segmentation of glioblastomas, reducing the computation time without compromising ...