Integrated procedure for segmentation of cortical surface from brain MRI

V. H. Sharva; J. Rajat; P. Pooja; H. Anitha

doi:10.1109/RTEICT.2016.7807939

Integrated procedure for segmentation of cortical surface from brain MRI

V. H. Sharva, J. Rajat, P. Pooja, H. Anitha

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

Integration of multiple modalities like MRI with MEG/EEG plays a key role in localizing the neuronal activity with a given latency. This process is called co-registration. In this work we will discuss a three step procedure to prepare raw MRI data for co-registration. The primary requirement from the brain MR images is the extraction of the cortical surface of the brain. In order to perform cortical surface extraction, the acquired MR images are pre-processed to strip unwanted components, remove noise and avoid partial volume effect. This is achieved with the application of a skull stripping method based on hole-filling, dilation and erosion followed by anisotropic diffusion based filtering of the skull stripped images. Marker-based watershed segmentation is then performed to extract the cortical surface which can then be used for co-registration.

Original language	English
Title of host publication	2016 IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	813-816
Number of pages	4
ISBN (Electronic)	9781509007745
DOIs	https://doi.org/10.1109/RTEICT.2016.7807939
Publication status	Published - 05-01-2017
Event	1st IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Bangalore, India Duration: 20-05-2016 → 21-05-2016

Conference

Conference	1st IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016
Country/Territory	India
City	Bangalore
Period	20-05-16 → 21-05-16

All Science Journal Classification (ASJC) codes

Computer Networks and Communications
Computer Science Applications
Information Systems
Electrical and Electronic Engineering

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10.1109/RTEICT.2016.7807939

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Sharva, V. H., Rajat, J., Pooja, P., & Anitha, H. (2017). Integrated procedure for segmentation of cortical surface from brain MRI. In 2016 IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Proceedings (pp. 813-816). [7807939] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RTEICT.2016.7807939

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abstract = "Integration of multiple modalities like MRI with MEG/EEG plays a key role in localizing the neuronal activity with a given latency. This process is called co-registration. In this work we will discuss a three step procedure to prepare raw MRI data for co-registration. The primary requirement from the brain MR images is the extraction of the cortical surface of the brain. In order to perform cortical surface extraction, the acquired MR images are pre-processed to strip unwanted components, remove noise and avoid partial volume effect. This is achieved with the application of a skull stripping method based on hole-filling, dilation and erosion followed by anisotropic diffusion based filtering of the skull stripped images. Marker-based watershed segmentation is then performed to extract the cortical surface which can then be used for co-registration.",

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Sharva, VH, Rajat, J, Pooja, P & Anitha, H 2017, Integrated procedure for segmentation of cortical surface from brain MRI. in 2016 IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Proceedings., 7807939, Institute of Electrical and Electronics Engineers Inc., pp. 813-816, 1st IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016, Bangalore, India, 20-05-16. https://doi.org/10.1109/RTEICT.2016.7807939

Integrated procedure for segmentation of cortical surface from brain MRI. / Sharva, V. H.; Rajat, J.; Pooja, P. et al.

2016 IEEE International Conference on Recent Trends in Electronics, Information and Communication Technology, RTEICT 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. p. 813-816 7807939.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

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Integrated procedure for segmentation of cortical surface from brain MRI

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