Improved Brain Tumor Segmentation in MRI Images Based on Thermal Analysis Model Using U-Net and GPUs

[1]  Sanjay Kumar,et al.  Semantic Segmentation Using Deep Learning for Brain Tumor MRI via Fully Convolution Neural Networks , 2018, Information and Communication Technology for Intelligent Systems.

[2]  Abdelhadi Raihani,et al.  Toward an efficient brain tumor extraction using level set method and pennes bioheat equation , 2016, 2016 4th IEEE International Colloquium on Information Science and Technology (CiSt).

[3]  Jakub Nalepa,et al.  Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets , 2018, BrainLes@MICCAI.

[4]  Abdelhadi Raihani,et al.  An Efficient Level Set Speed Function Based on Temperature Changes for Brain Tumor Segmentation , 2019, Smart Data and Computational Intelligence.

[5]  Trevor Darrell,et al.  Fully Convolutional Networks for Semantic Segmentation , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[6]  H. H. Pennes.  Analysis of tissue and arterial blood temperatures in the resting human forearm. 1948. , 1948, Journal of applied physiology.

[7]  Abdelhadi Raihani,et al.  Towards Reinforced Brain Tumor Segmentation on MRI Images Based on Temperature Changes on Pathologic Area , 2019, Int. J. Biomed. Imaging.

[8]  E. Wissler,et al.  Pennes' 1948 paper revisited. , 1998, Journal of applied physiology.

[9]  Michael Kistler,et al.  The Virtual Skeleton Database: An Open Access Repository for Biomedical Research and Collaboration , 2013, Journal of medical Internet research.

[10]  Sang Hyun Park,et al.  3D Patchwise U-Net with Transition Layers for MR Brain Segmentation , 2018, BrainLes@MICCAI.

[11]  Brian B. Avants,et al.  The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS) , 2015, IEEE Transactions on Medical Imaging.

[12]  Frank Lindseth,et al.  Medical image segmentation on GPUs - A comprehensive review , 2015, Medical Image Anal..

[13]  Tarek Khadir,et al.  Deep Convolutional Neural Networks Using U-Net for Automatic Brain Tumor Segmentation in Multimodal MRI Volumes , 2018, BrainLes@MICCAI.

[14]  Thomas Brox,et al.  U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.

[15]  T. Kalaiselvi,et al.  Survey of using GPU CUDA programming model in medical image analysis , 2017 .