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Introduction

The IEEE Global Conference on Signal and Information Processing (GlobalSIP) is the flagship conference of the IEEE Signal Processing Society. GlobalSIP 2016will be held in Washington, DC, USA, December 7-9, 2016. The conference will focus broadly on signal and information processing with an emphasis on up-and-coming signal processing themes.

IEEE GlobalSIP 2016 Symposium on Big Data Analysis and Challenges in Medical Imaging will focus on advances in computing hardware, signal processing methods, and imaging technologies, research in this area. Today, a huge amount of medical imaging data is being generated from different modalities MRI, fMRI, PET, NIRS, DTI, EEG/MEG, Ultrasound Imaging, Optical imaging. This data is also shared as free resources with the view to push research. Broadly, two issues are emerging- 1) to handle this big data efficiently via advanced signal processing methods and 2) to provide validation across subjects and across data from different modalities. This symposium is aimed at addressing these two broad issues.

Call for paper

Important date

2016-06-20
Draft paper submission deadline
2016-09-30
Final paper submission deadline

Submission Topics

  • Big Data Approaches to Neuroimaging

  • Advanced machine learning approaches to brain data analysis including network building, parcellation, and brain state decoding

  • Statistical machine learning

  • Brain data analysis using signal processing on graphs

  • Distributed signal processing on networks/graphs in neuroimaging data

  • Statistical inference, dictionary learning, sparse recovery, matrix factorization, blind source separation methods applied to neuroimaging application

  • Structured data recovery, e.g., sparse + low-rank matrix factorization, robust PCA, compressive sensing, structured sparsity

  • Higher order data analysis, e.g. tensor-based approaches to neuroimaging data analysis

  • Functional/effective Connectivity of evolving networks

  • Anatomical imaging and structural connectivity

  • Multimodal (EEG, MEG, MRI, fMRI, PET, NIRS, DTI) neuroimaging data analysis

  • Joint study of Structural and functional networks via fMRI plus DTI analysis

  • Study of altered brain networks in neuropsychiatric disorders

  • Visual scene reconstruction using brain imaging

  • Dynamic and non-linear time-series analysis

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Important Date

  • Conference Date

    Dec 07

    2016

    to

    Dec 09

    2016

  • Jun 20 2016

    Draft paper submission deadline

  • Sep 30 2016

    Final Paper Deadline

  • Dec 09 2016

    Registration deadline

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