Literature DB >> 17282893

Automatic MRI meningioma segmentation using estimation maximization.

Yi-Fen Tsai1, I-J Chiang, Yeng-Chi Lee, Chun-Chih Liao, Kao-Lung Wang.   

Abstract

With the advancement of the imaging facility and image processing technique, computer assisted surgical planning and image guided technology have become increasingly used in neurosurgery. For MRI has the characteristic of multi-spectral image data., so knowledge-base techniques is widely used in brain MRI segmentation. Here we recognize the location of the tumor automatically and provide an accurate result by Estimation Maximization method. Simultaneously, promote the efficiency of reading image as well.

Entities:  

Year:  2005        PMID: 17282893     DOI: 10.1109/IEMBS.2005.1617124

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  4 in total

1.  A Generative Probabilistic Model and Discriminative Extensions for Brain Lesion Segmentation--With Application to Tumor and Stroke.

Authors:  Bjoern H Menze; Koen Van Leemput; Danial Lashkari; Tammy Riklin-Raviv; Ezequiel Geremia; Esther Alberts; Philipp Gruber; Susanne Wegener; Marc-Andre Weber; Gabor Szekely; Nicholas Ayache; Polina Golland
Journal:  IEEE Trans Med Imaging       Date:  2015-11-20       Impact factor: 10.048

2.  Deep learning-based automatic segmentation of meningioma from multiparametric MRI for preoperative meningioma differentiation using radiomic features: a multicentre study.

Authors:  Haolin Chen; Shuqi Li; Youming Zhang; Lizhi Liu; Xiaofei Lv; Yongju Yi; Guangying Ruan; Chao Ke; Yanqiu Feng
Journal:  Eur Radiol       Date:  2022-04-14       Impact factor: 7.034

Review 3.  The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS).

Authors:  Bjoern H Menze; Andras Jakab; Stefan Bauer; Jayashree Kalpathy-Cramer; Keyvan Farahani; Justin Kirby; Yuliya Burren; Nicole Porz; Johannes Slotboom; Roland Wiest; Levente Lanczi; Elizabeth Gerstner; Marc-André Weber; Tal Arbel; Brian B Avants; Nicholas Ayache; Patricia Buendia; D Louis Collins; Nicolas Cordier; Jason J Corso; Antonio Criminisi; Tilak Das; Hervé Delingette; Çağatay Demiralp; Christopher R Durst; Michel Dojat; Senan Doyle; Joana Festa; Florence Forbes; Ezequiel Geremia; Ben Glocker; Polina Golland; Xiaotao Guo; Andac Hamamci; Khan M Iftekharuddin; Raj Jena; Nigel M John; Ender Konukoglu; Danial Lashkari; José Antonió Mariz; Raphael Meier; Sérgio Pereira; Doina Precup; Stephen J Price; Tammy Riklin Raviv; Syed M S Reza; Michael Ryan; Duygu Sarikaya; Lawrence Schwartz; Hoo-Chang Shin; Jamie Shotton; Carlos A Silva; Nuno Sousa; Nagesh K Subbanna; Gabor Szekely; Thomas J Taylor; Owen M Thomas; Nicholas J Tustison; Gozde Unal; Flor Vasseur; Max Wintermark; Dong Hye Ye; Liang Zhao; Binsheng Zhao; Darko Zikic; Marcel Prastawa; Mauricio Reyes; Koen Van Leemput
Journal:  IEEE Trans Med Imaging       Date:  2014-12-04       Impact factor: 10.048

4.  Segmentation of brain MRI using SOM-FCM-based method and 3D statistical descriptors.

Authors:  Andrés Ortiz; Antonio A Palacio; Juan M Górriz; Javier Ramírez; Diego Salas-González
Journal:  Comput Math Methods Med       Date:  2013-05-14       Impact factor: 2.238

  4 in total

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