posted by user: jori || 4709 views || tracked by 7 users: [display]

PRNI 2015 : 5th International Workshop on Pattern Recognition in NeuroImaging

FacebookTwitterLinkedInGoogle

Link: https://sites.google.com/site/prni2015/
 
When Jun 10, 2015 - Jun 12, 2015
Where Stanford, CA, USA
Submission Deadline Mar 18, 2015
Categories    neuroimaging   machine learning   computational neuroscience
 

Call For Papers

Pattern recognition techniques have become a staple of neuroimaging data analysis, with several open source dedicated toolboxes available to a large audience, in a variety of languages. In parallel, there has been a large increase in the availability of publicly available datasets, which routinely comprise several hundred subjects. Not only has the amount of data increased, but the variety of modalities available openly has also kept up, with behavioral test results, biomarker data, genotype and gene expression data now becoming abundant. This has created new challenges for storage and distribution of neuroimaging data, and given more importance to informatics infrastructures. This state of affairs has also further emphasized the critical role of multivariate modeling techniques, in particular those techniques that can handle multiple modalities, such as partial least squares, joint/parallel ICA, or canonical correlation analysis and their sparse and regularized versions. The dialogue between producers and consumers of multivariate, predictive modeling methods is ongoing, with great benefits for all involved.

After Istanbul, Seoul, London, Philadelphia, and Tübingen, the 5th International Workshop on Pattern Recognition in NeuroImaging will continue to facilitate exchange of ideas between scientific communities, with a particular interest in methods to deal with large-scale neuroimaging data, and what novel insights can be gained from datasets with hundreds of subjects. The single-track workshop will feature three tutorials, three keynote addresses, several contributed presentations of peer-reviewed papers, and a rich social programme.


** Topics of interest
PRNI welcomes original papers on predictive models of neuroimaging data, using e.g. fMRI, sMRI, EEG, MEG, ECoG modalities, including but not limited to the following

* Learning & inference on neuroimaging data
Multimodal learning
Causal modeling
Dynamic and time-varying models
Graph kernels

* Large-scale open neuroimaging datasets
Distributed learning
Meta- and mega-analysis frameworks
Approximate inference for large-scale data
Tools and languages for efficient

* Applications
Imaging genomics
Neurorehabilitation
Affective sciences
Perception

** Submission Guidelines and Proceedings
Authors should prepare original full papers with a maximum length of 4 pages (double-column, PDF) for review. Proceedings will be submitted to the IEEExplore and CS Digital Library online repositories, and submitted for indexing in IET INSPEC, EI Compendex (Elsevier), Thomson ISI, and others. Selected papers will participate in an upcoming journal special issue.

More details:

https://sites.google.com/site/prni2015/

** Important Dates
Paper submission deadline: 4th of March, 2015
Acceptance notification: 8th of April, 2015
Workshop: 10th-12th of June, 2015

** Programme Commmittee

A. Abdulkadir (U. of Freiburg, DE)
R. Abugharbieh (UBC, CA)
A. Altmann (Stanford U., US)
J. Ashburner (UCL, UK)
L. Baldassarre (EPFL, CH)
B. Blankertz (TU Berlin, DE)
C. Caballero Gaudes (BCBL, ES)
V. Calhoun (MRN, US)
P. Ciuciu (CEA/NeuroSpin & INRIA Parietal, FR)
C. Davatzikos (U. of Pennsylvania, US)
S. Deverajan (IIS Bangalore, IN)
O. Doyle (KCL, UK)
Y. Fan (U. of Pennsylvania, US)
E. Formisano (Maastricht U., NL)
C. Gaser (U. of Jena, DE)
P. Golland (MIT, US)
C. Gorgolewski (Stanford U., US)
C. Gouy-Pailler (CEA, FR)
A. Gramfort (Telecom ParisTech/CNRS, FR)
L. Grosenick (Stanford U. US)
B. Hamadicharef (NUS, SG)
L. Hansen (DTU, DK)
G. Hamarneh (SFU, CA)
L. Hansen (DTU, DK)
T. Jiang (CASIA, CN)
Y. Kamitani (ATR CNS, JP)
K. Kryszczuk (ZHAW, CH)
S. Laconte (VTC, US)
J. Lee (Korea U., KR)
F. Lotte (INRIA Bordeaux Sud-Ouest, FR)
A. Marquand (Radboud U. Nijmegen, NL)
V. Murino (Istituto Italiano di Tecnologia, IT)
C. Phillips (U. of Liege, BE)
S. Plis (MRN, US)
R. Poldrack (Stanford U., US)
F. Renard (CNRS, FR)
A. Rokem (Stanford U., US)
J. Rondina (UCL, UK)
M. Rosa (UCL, UK)
N. Schuff (UCSF and VA Medical, US)
F. Segovia (University of Liège, BE)
D. Sona (IIT, IT)
S. Strother (Rotman Research Institute Baycrest and U. of Toronto, CA)
S. Takerkart (CNRS/INT, FR)
B. Thirion (INRIA Saclay, FR)
D. Tosun (UCSF, US)
D. Van De Ville (EPFL, CH)
M. Van Gerven (Radboud U. Nijmegen, NL)
P. Vemuri (Mayo Clinic, US)
S. Viswanathan (UCSB, US)
P. Vuilleumier (U. of Geneva, CH)
C. Wallraven (Korea U., KR)
J. Ye (KAIST, KR)
T. Zander (TU Berlin, DE)


** Organising Committee

Chairs
V. Menon (Stanford U., US)
JB Poline (UC Berkeley, US)

Programme Chairs
S. Ryali (Stanford U., US)
T. Chen (Stanford U., US)
B. Ng (Stanford U., US)
S. Koyejo (Stanford U., US)

Local Chair
K. Supekar (Stanford U. US)

Social Chair
J. Schrouff (Stanford U., US)

Finance & Sponsorship Chair
J. Richiardi (U. of Geneva, CH)

Related Resources

IEEE-Ei/Scopus-SGGEA 2024   2024 Asia Conference on Smart Grid, Green Energy and Applications (SGGEA 2024) -EI Compendex
SCM 2024   7th International Conference on Soft Computing, Control and Mathematics
Ei/Scopus-ACAI 2024   2024 7th International Conference on Algorithms, Computing and Artificial Intelligence(ACAI 2024)
SPIE-Ei/Scopus-DMNLP 2025   2025 2nd International Conference on Data Mining and Natural Language Processing (DMNLP 2025)-EI Compendex&Scopus
ICPRAM 2025   14th International Conference on Pattern Recognition Applications and Methods
Ei/Scopus-CISDS 2024   2024 3rd International Conference on Communications, Information System and Data Science (CISDS 2024)
SPRA 2024   SPIE--2024 5th Symposium on Pattern Recognition and Applications (SPRA 2024)
EI/Scopus-PRDM 2024   2024 5th International Conference on Pattern Recognition and Data Mining(PRDM 2024)
SPIE SPRA 2024   SPIE--2024 5th Symposium on Pattern Recognition and Applications (SPRA 2024)
IEEE DSIT 2024   2024 IEEE 7th International Conference on Data Science and Information Technology (DSIT 2024)