PETRA: A Web-based System Supporting Computer Aided Diagnosis of Alzheimer's Disease

被引:0
|
作者
Segovia, F. [1 ]
Illan, I. A. [1 ]
Salas-Gonzalez, D. [1 ]
Martinez-Murcia, F. J. [1 ]
Ortiz, A. [2 ]
Gorriz, J. M. [1 ]
Ramirez, J. [1 ]
机构
[1] Univ Granada, Dept Signal Theory Networking & Commun, Granada, Spain
[2] Univ Malaga, Dept Commun Engn, Malaga, Spain
关键词
CLASSIFICATION;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents PETRA, a Web-based system to assist practitioners in the diagnosis of Alzheimer's Disease (AD). Particularly, it provides with online tools to carry out multiple advanced analysis on T1 Magnetic Resonance Images (MRI) and Positron Emission Tomographies (PET). The key innovation behind PETRA is that it enables anywhere, anytime access to advanced neuroimaging tools, which previously required specialized machines with high computational resources. Specifically, PETRA allows to automatically segment tissue, white matter, grey matter and cerebro-spinal fluid; to visualize, manipulate and compare MRIs, PETs and already-segmented neuroimages; to manage large sets of images in a simple manner; and to perform an automatized pre-diagnosis through the application of different classification techniques.
引用
收藏
页数:4
相关论文
共 50 条
  • [21] A web-based expert system for computer-aided manufacturing parameter setting
    Department of Industrial Engineering, University of Houston, Houston, TX
    不详
    不详
    [J]. Proc. Eng. Technol. Conf. Energy, (105-112):
  • [22] Antecedents of Intention to Adopt the Web-Based Computer Aided Facility Management System
    Saengratwatchara, Supornchai
    Elsworth, Jeffery
    [J]. FAMILY & CONSUMER SCIENCES RESEARCH JOURNAL, 2008, 36 (04): : 350 - 357
  • [23] Web-based application to project the burden of Alzheimer's disease
    Colantuoni, Elizabeth
    Surplus, Greg
    Hackman, Andre
    Arrighi, H. Michael
    Brookmeyer, Ron
    [J]. ALZHEIMERS & DEMENTIA, 2010, 6 (05) : 425 - 428
  • [24] Computer-Aided Diagnosis System for Alzheimer's Disease Using Different Discrete Transform Techniques
    Dessouky, Mohamed M.
    Elrashidy, Mohamed A.
    Taha, Taha E.
    Abdelkader, Hatem M.
    [J]. AMERICAN JOURNAL OF ALZHEIMERS DISEASE AND OTHER DEMENTIAS, 2016, 31 (03): : 282 - 293
  • [25] Computer-Aided Diagnosis System for Alzheimer's Disease Using Positron Emission Tomography Images
    Sherin, A.
    Rajeswari, R.
    [J]. INTERDISCIPLINARY SCIENCES-COMPUTATIONAL LIFE SCIENCES, 2021, 13 (03) : 433 - 442
  • [26] Computer-Aided Diagnosis System for Alzheimer’s Disease Using Positron Emission Tomography Images
    A. Sherin
    R. Rajeswari
    [J]. Interdisciplinary Sciences: Computational Life Sciences, 2021, 13 : 433 - 442
  • [27] Computer Aided Diagnosis of Alzheimer's Disease from MRI Brain Images
    Aggarwal, Namita
    Bharti
    Agrawal, R. K.
    [J]. IMAGE ANALYSIS AND RECOGNITION, PT II, 2012, 7325 : 259 - 267
  • [28] Complex wavelet algorithm for computer-aided diagnosis of Alzheimer's disease
    Torrents-Barrena, J.
    Lazar, P.
    Jayapathy, R.
    Rathnam, M. R.
    Mohandhas, B.
    Puig, D.
    [J]. ELECTRONICS LETTERS, 2015, 51 (20) : 1566 - 1567
  • [29] Computer aided Alzheimer's disease diagnosis by an unsupervised deep learning technology
    Bi, Xiuli
    Li, Shutong
    Xiao, Bin
    Li, Yu
    Wang, Guoyin
    Ma, Xu
    [J]. NEUROCOMPUTING, 2020, 392 : 296 - 304
  • [30] A Novel Gaussian Discriminant Analysis-based Computer Aided Diagnosis System for Screening Different Stages of Alzheimer's Disease
    Fang, Chen
    Li, Chunfei
    Cabrerizo, Mercedes
    Barreto, Armando
    Andrian, Jean
    Loewenstein, David
    Duara, Ranjan
    Adjouadi, Malek
    [J]. 2017 IEEE 17TH INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOENGINEERING (BIBE), 2017, : 279 - 284