Hi all, I need suggestions for segmentation method for brain MRI images. In first part of my work, I should have segmentation of brain images and then detect the tumor with my method. Segmentation is an importance part of my work. If anybody is relative with segmentation algorithms, please help me?
Thanks all.
Hi Moslem,
Here is a general and recent review on MRI brain tumor segmentation (Gordillo, 2013). More concrete aspects on segmentation techniques are also disposable on the literature (Balafar, 2010; Despotovic, 2015).
Cheers
http://www.mrijournal.com/article/S0730-725X(13)00187-2/abstract
http://link.springer.com/article/10.1007/s10462-010-9155-0
http://www.hindawi.com/journals/cmmm/2015/450341/
Hi Martín,
Thank you for your answer. However, I saw these papers before, but these are so useful.
In my work, I try to combine meta heuristic algorithms with recent powerful approaches. Do you have any idea in this topic?
Hi Moslem,
I am not specialized in tumor normalization techniques but have tried different fMRI normalization methods. For example, combining different neuroimaging techniques (i.e., ASL) and normalization of certain sites (i.e., Locus Coeruleus). Perhaps this kind of work could be useful for you .
Best,
https://www.researchgate.net/publication/272676673_Automated_Neuromelanin_Imaging_as_a_Diagnostic_Biomarker_for_Parkinson%27s_Disease
Article Automated Neuromelanin Imaging as a Diagnostic Biomarker for...
Hi Martín,
Thank you very much. I read this article carefully, and it improves my information about my issue. I think I need to have more communication with you to obtain your experiences in this field. I hope you are eager to share your knowledge and guide me to work together. I am very happy that I met you.
best regards,
It will likely depend on what kind of lesions/tumors you are working with, but here are some papers you can check out:
Ramirez J et al., NeuroImage 54, 2011
Wilke M et al, NeuroImage 56, 2011
Seghier ML et al., NeuroImage 41, 2008
Menze BH et al., IEEE Transactions on Medical Imaging, 2015
Bauer et al., Physics in Medicine and Biology, 2013
https://www.researchgate.net/profile/Nelly_Gordillo_Castillo/publication/241690716_State_of_the_art_survey_on_MRI_brain_tumor_segmentation/links/0c96051eb0eb58bc74000000.pdf
Article State of the art survey on MRI brain tumor segmentation
Hi Christopher,
Your suggestions are exactly relative to my work line.
Thanks a lot.
Yes, I have worked with Brain tumor segmentation. Can you specify in which part you need to know?
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