[Comp-neuro] [DEADLINE EXTENSION]: The 2nd International Workshop on Machine Learning in Clinical Neuroimaging (MLCN 2019): ENTERING THE ERA OF BIG DATA VIA TRANSFER LEARNING AND DATA HARMONIZATION

MLCN Workshop mlcnworkshop at gmail.com
Sun Jun 30 10:15:32 CEST 2019


Dear Colleagues,The submission deadline for MLCN 2019 workshop as a
satellite event of the MICCAI 2019 conference has been extended to
14/07/2019. For more information, please visit
https://mlcnws.com/call-for-papers/ .
Call for Papers

Recent advances in neuroimaging and machine learning provide an exceptional
opportunity for investigators and physicians to discover complex
relationships between brain, behaviors, and mental and neurological
disorders. The MLCN 2019 workshop (https://mlcnws.com), as a satellite
event of MICCAI 2019 (https://www.miccai2019.org), aims to bring together
researchers in both theory and application from various fields in domains
such as *e.g.* machine learning, neuroimaging, predictive clinical
neuroscience, *etc.* Topics of interests include, but are not limited to:

   - Transfer learning in clinical neuroimaging
   - Model stability in transfer learning
   - Data prerequisites for successful transfer learning
   - Domain adaptation in neuroimaging
   - Data harmonization across sites
   - Data pooling – practical issues
   - Cross-domain learning in neuroimaging
   - Interpretability for transfer learning
   - Unsupervised methods for domain adaptation
   - Multi-site data analysis, from preprocessing to modeling
   - Big data in clinical neuroimaging
   - Scalable machine learning methods
   - Benefits, problems, and solutions of working with very large datasets

SUBMISSION PROCESS:

The workshop seeks high quality, original, and unpublished work on
algorithms, theory, and applications of machine learning in clinical
neuroimaging related to big data, transfer learning, and data
harmonization. Papers should be submitted electronically in Springer
Lecture Notes in Computer Science (LCNS) style (
https://www.springer.com/gp/computer-science/lncs/conference-proceedings-guidelines)
with up to 8-pages and using the CMT system at
https://cmt3.research.microsoft.com/MLCN2019. The MLCN workshop uses a
double-blind review process in the evaluation phase, thus authors must
ensure anonymous submissions. Accepted papers will be published in a joint
proceeding with the MICCAI 2019 conference.
IMPORTANT DATES:

   -

   Paper submission deadline: July 14, 2019 (23:59 PST)
   -

   Notification of Acceptance: August 5, 2019
   -

   Camera-ready Submission: August 12, 2019
   -

   Workshop Date: October 13, 2019



Best regards,

MLCN 2019 Organizing Committee <https://mlcnws.com/organization/>,

Email: mlcnworkshop at gmail.com

Website: https://mlcnws.com/

twitter: @MLCNworkshop <https://twitter.com/MLCNworkshop>
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