Human Brain Tumor Detection Using CPW Fed UWB Vivaldi Antenna

Author(s):  
Liton Chandra Paul ◽  
Md Nur Hossain ◽  
Md. Munjure Mowla ◽  
Md. Zulfiker Mahmud ◽  
Rezaul Azim ◽  
...  
2019 ◽  
Vol 3 (2) ◽  
pp. 27 ◽  
Author(s):  
Md Shahariar Alam ◽  
Md Mahbubur Rahman ◽  
Mohammad Amazad Hossain ◽  
Md Khairul Islam ◽  
Kazi Mowdud Ahmed ◽  
...  

In recent decades, human brain tumor detection has become one of the most challenging issues in medical science. In this paper, we propose a model that includes the template-based K means and improved fuzzy C means (TKFCM) algorithm for detecting human brain tumors in a magnetic resonance imaging (MRI) image. In this proposed algorithm, firstly, the template-based K-means algorithm is used to initialize segmentation significantly through the perfect selection of a template, based on gray-level intensity of image; secondly, the updated membership is determined by the distances from cluster centroid to cluster data points using the fuzzy C-means (FCM) algorithm while it contacts its best result, and finally, the improved FCM clustering algorithm is used for detecting tumor position by updating membership function that is obtained based on the different features of tumor image including Contrast, Energy, Dissimilarity, Homogeneity, Entropy, and Correlation. Simulation results show that the proposed algorithm achieves better detection of abnormal and normal tissues in the human brain under small detachment of gray-level intensity. In addition, this algorithm detects human brain tumors within a very short time—in seconds compared to minutes with other algorithms.


PLoS ONE ◽  
2011 ◽  
Vol 6 (11) ◽  
pp. e27442 ◽  
Author(s):  
Ana Gonzalez-Segura ◽  
Jose Manuel Morales ◽  
Jose Manuel Gonzalez-Darder ◽  
Ramon Cardona-Marsal ◽  
Concepcion Lopez-Gines ◽  
...  

1994 ◽  
Vol 81 (1) ◽  
pp. 69-77 ◽  
Author(s):  
Takao Nakagawa ◽  
Toshihiko Kubota ◽  
Masanori Kabuto ◽  
Kazufumi Sato ◽  
Hirokazu Kawano ◽  
...  

✓ The role of matrix metalloproteinases (MMP's) and their inhibitor, tissue inhibitor of metalloproteinases-1 (TIMP-1), in human brain tumor invasion was investigated. Gelatinolytic activity was assayed via gelatin zymography, and four MMP's (MMP-1, MMP-2, MMP-3, and MMP-9) and TIMP-1 were immunolocalized in human brain tumors and in normal brain tissues using monoclonal antibodies. The tissue was surgically removed from 44 patients: glioblastoma (five cases), anaplastic astrocytoma (six cases), astrocytoma (four cases), metastatic tumor (six cases), neurinoma (10 cases), meningioma (10 cases), and normal brain tissue (three cases). Glioblastomas, anaplastic astrocytomas, and metastatic tumors showed high gelatinolytic activity and positive immunostaining for MMP's; TIMP-1 was also expressed in these tumors, but some tumor cells were negative for the antibody. Astrocytomas had low gelatinolytic activity and the tumor cells showed no immunoreactivity for MMP's and TIMP-1. Although neurinomas and meningiomas had only moderate proteinase activity and exhibited positive immunoreactivity for MMP-9, intense expression of TIMP-1 was simultaneously observed in these tumor cells. These findings suggest that MMP's play an important role in human brain tumor invasion, probably due to an imbalance between the production of MMP's and TIMP-1 by the tumor cells.


2016 ◽  
Vol 18 (9) ◽  
pp. 1209-1218 ◽  
Author(s):  
Amy K. LeBlanc ◽  
Christina Mazcko ◽  
Diane E. Brown ◽  
Jennifer W. Koehler ◽  
Andrew D. Miller ◽  
...  

2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Susobhan Sarkar ◽  
Candice C. Poon ◽  
Reza Mirzaei ◽  
Khalil S. Rawji ◽  
Walter Hader ◽  
...  

2013 ◽  
Vol 14 (12) ◽  
pp. 7187-7191 ◽  
Author(s):  
Mussarat Wahid ◽  
Ishrat Mahjabeen ◽  
Ruqia Mehmood Baig ◽  
Mahmood Akhtar Kayani

2015 ◽  
Vol 404 ◽  
pp. 26-33 ◽  
Author(s):  
Olivier Placide Noté ◽  
Dong Jihu ◽  
Cyril Antheaume ◽  
Maria Zeniou ◽  
Dieudonné Emmanuel Pegnyemb ◽  
...  

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