Modified U-Net Architeture based Ischemic Stroke Lesions Segmentation

Author:

Abdmouleh Nabil1,Echtioui Amira1,Kallel Fathi1,Hamida Ahmed Ben2

Affiliation:

1. Advanced Technologies for Medicine and Signals, ENIS,Sfax University,ATMS Lab,Sfax,Tunisia

2. College of Computer Science King Khaled University ‘KKU’,Department IS,KSA

Publisher

IEEE

Reference11 articles.

1. Multiscale 3D convolutional neural networks for lesion segmentation in brain MRI;kamnitsas;Proc MICCAI Ischemic Stroke Lesion Segmentation Challenge,0

2. Improved Adam Optimizer for Deep Neural Networks

3. Automatic Detection of Ischemic Stroke Lesion from Multimodal MR Image

4. Ischemic stroke lesion segmentation using local gradient and texture features;reza;Ischemic Stroke Lesion Segmentation,2015

5. Perfusion Computed Tomography for the Evaluation of Acute Ischemic Stroke

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Enhanced Ischemic Stroke Lesion Segmentation in MRI Using Attention U-Net with Generalized Dice Focal Loss;Applied Sciences;2024-09-11

2. MD-TransUNet: TransUNet with Multi-attention and Dilated Convolution for Brain Stroke Lesion Segmentation;Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering;2024

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