BrainSeg-Net: Brain Tumor MR Image Segmentation via Enhanced Encoder–Decoder Network

BrainSeg-Net: Brain Tumor MR Image Segmentation via Enhanced Encoder–Decoder Network

Efficient segmentation of Magnetic Resonance (MR) brain tumor images is of the utmost value for the diagnosis of tumor region. In recent years, advancement in the field of neural networks has been used to refine the segmentation performance of brain tumor sub-regions. The brain tumor segmentation ha...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Mobeen Ur Rehman, SeungBin Cho, Jeehong Kim, Kil To Chong
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	MDPI AG 2021-01-01
Cyfres:	Diagnostics
Pynciau:	medical imaging semantic segmentation brain tumor diagnostics Feature Enhancer (FE) Magnetic Resonance (MR) Images
Mynediad Ar-lein:	https://www.mdpi.com/2075-4418/11/2/169

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gan: Inas M. El Fiki, et al.
Cyhoeddwyd: (2015-12-01)

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gan: Apostolos Athanasiadis, et al.
Cyhoeddwyd: (2009-08-01)

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gan: Alexandre Sabbah, et al.
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Cyhoeddwyd: (2024-04-01)

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Cyhoeddwyd: (2023-03-01)

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Cyhoeddwyd: (2023-01-01)

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Cyhoeddwyd: (2023-12-01)

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gan: Jiao-Song Long, et al.
Cyhoeddwyd: (2021-05-01)

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gan: Jun Sun, et al.
Cyhoeddwyd: (2023-07-01)

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gan: Ahlam J Kalaf Al-Ani
Cyhoeddwyd: (2019-04-01)

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gan: Theodossios Birbilis, et al.
Cyhoeddwyd: (2007-01-01)

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gan: Zhiying Lu, et al.
Cyhoeddwyd: (2020-09-01)

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Cyhoeddwyd: (2021-11-01)

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Cyhoeddwyd: (2024-01-01)

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gan: Mehmet Beyazal, et al.
Cyhoeddwyd: (2014-03-01)

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gan: Yang, Chang-Tong, et al.
Cyhoeddwyd: (2019)

PMED-Net: Pyramid Based Multi-Scale Encoder-Decoder Network for Medical Image Segmentation
gan: Abbas Khan, et al.
Cyhoeddwyd: (2021-01-01)

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gan: Stefan Blüml, et al.
Cyhoeddwyd: (2022-06-01)

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Cyhoeddwyd: (2024-01-01)

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Cyhoeddwyd: (2022-01-01)

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gan: Toshiko Nakai, MD, et al.
Cyhoeddwyd: (2017-10-01)

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gan: Anna M. Chen, et al.
Cyhoeddwyd: (2023-01-01)

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Cyhoeddwyd: (2021-02-01)

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