Automatic Brain Tumor Detection and Segmentation in MR Images

被引：0
|
作者：
Zeljkovic, V. [1 ]
Druzgalski, C. [2 ]
Zhang, Y. [1 ]
Zhu, Z. [1 ]
Xu, Z. [1 ]
Zhang, D. [1 ]
Mayorga, P. [3 ]
机构：
[1] New York Inst Technol, Dept Elect Engn, Nanjing Campus, New York, NY 10023 USA
[2] Calif State Univ, Dept Elect Engn, Mexico, CA USA
[3] Inst Tecnol Mexicali, Mexicali, Baja California, Mexico
来源：
2014 PAN AMERICAN HEALTH CARE EXCHANGES (PAHCE) | 2014年
关键词：
Brain tumor; brain cancer; image processing; segmentation;
D O I：
暂无
中图分类号：
R-058 [];
学科分类号：
摘要：
The MRI or CT scan images are primary follow up diagnostic tools when a neurologic exam indicates a possibility of a primary or metastatic brain tumor existence. The tumor tissue mainly appears in brighter colors than the rest of the regions in the brain. Based on this observation, an automated algorithm for brain tumor detection and medical doctors' assistance in facilitated and accelerated diagnosis procedure has been developed and initially tested on images obtained from the patients with diagnosed tumors and healthy subjects.
引用
收藏
页数：1
相关论文
共 50 条
  • [1] Automatic Brain Tumor Segmentation And Extraction In MR Images
    Sehgal, Aastha
    Goel, Shashwat
    Mangipudi, Parthasarathi
    Mehra, Anu
    Tyagi, Devyani
    [J]. 2016 CONFERENCE ON ADVANCES IN SIGNAL PROCESSING (CASP), 2016, : 104 - 107
  • [2] Automatic Segmentation Technique for Detection of Brain Tumor in MRI Images
    Sawant, Vishal L.
    Kerkar, Palhavi
    [J]. 2017 INTERNATIONAL CONFERENCE ON COMPUTING METHODOLOGIES AND COMMUNICATION (ICCMC), 2017, : 298 - 301
  • [3] Preliminary investigations on automatic segmentation methods for detection and volume calculation of brain tumor from MR images
    Swathi, K.
    Balasubramanian, Kishore
    [J]. BIOMEDICAL RESEARCH-INDIA, 2016, 27 (02): : 563 - 569
  • [4] AUTOMATIC BRAIN TUMOR SEGMENTATION ON MR IMAGES BASED ON STRUCTURE AND INTENSITY INFORMATION
    Tang, Songyuan
    Yang, Jian
    Fan, Jingfan
    Yuan, Zhaoxiao
    Wang, Yongtian
    [J]. JOURNAL OF INVESTIGATIVE MEDICINE, 2015, 63 (08) : S54 - S54
  • [5] Brain Tumor Detection and Segmentation in MR Images Using Deep Learning
    Sajid, Sidra
    Hussain, Saddam
    Sarwar, Amna
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2019, 44 (11) : 9249 - 9261
  • [6] Brain Tumor Detection and Segmentation in MR Images Using Deep Learning
    Sidra Sajid
    Saddam Hussain
    Amna Sarwar
    [J]. Arabian Journal for Science and Engineering, 2019, 44 : 9249 - 9261
  • [7] Automatic MR Brain Tumor Image Segmentation
    Lu, Yisu
    Chen, Wufan
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND SERVICE SYSTEM (CSSS), 2014, 109 : 541 - 544
  • [8] Segmentation of MRI brain images for automatic detection and precise localization of tumor
    Boberek, Marzena
    Saeed, Khalid
    [J]. Advances in Intelligent and Soft Computing, 2011, 102 : 333 - 341
  • [9] Tumor Segmentation and Gradation for MR Brain Images
    Gupta, Tanvi
    Manocha, Pranay
    Gandhi, Tapan K.
    Gupta, R. K.
    Panigrahi, B. K.
    [J]. 2018 5TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2018, : 712 - 716
  • [10] Brain Tumor Segmentation in Multispectral MR Images
    Goel, Shashwat
    Schgal, Aastha
    Mangipudi, Parthasarathi
    Mehra, Anu
    [J]. 2017 4TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING AND INTEGRATED NETWORKS (SPIN), 2017, : 1 - 4
12345