[visionlist] Data Engineering for Medical Imaging Workshop at MICCAI 2023 (Vancouver, Canada) - Call for papers

[sharib ali]

Dear all,

We are excited to announce the ***Call for Papers*** for the upcoming *1st
Workshop in Data Engineering for Medical Imaging* (DEMI Workshop
<https://demi-workshop.github.io>), held in conjunction with *MICCAI 2023
<https://conferences.miccai.org/2023/en/>, Vancouver, Canada (October 8-12)*.
The workshop aims to explore the latest advancements in AI for medical
imaging and invites high-quality submissions in the *following themes* and
their intersections.



   1.

   *Data Augmentation and Label Augmentation in the Medical Domain:*
   -

      Geometric transformations and application-aware policies for data
      augmentation
      -

      Data generated from virtual environments, phantoms, or generative
      models
      2.

   *Active Learning and Active Synthesis:*
   -

      Methods for finding discriminative and diverse subsets of unlabeled
      data
      -

      Synthetic data generation for specific clinical applications
      3.

   *Federated Learning:*
   -

      Distributed data management and learning for addressing privacy
      concerns and security across institutions or countries
      4.

   *Multimodal Learning:*
   -

      Approaches to combine data from multiple sources and sensors such as
      CT, MRI, endoscope, text, audio, depth, etc.
      5.

   *Self-Supervised Learning Algorithms for Medical Downstream Tasks:*
   -

      Investigation of application-specific relevant pretext tasks for
      pre-training models in a self-supervised manner
      6.

   *Large-Scale Data Management and Data Quality Assessment:*
   -

      Methods for efficient management of large-scale medical data
      -

      Assessment of data quality in medical imaging datasets


*We invite researchers to submit their original contributions to any of
these themes. *


All papers will be peer reviewed and accepted papers will have the
opportunity to present their work at the *DEMI Workshop at MICCAI 2023*,
and the papers will be published in the MICCAI Workshop LNCS Springer
proceeding. We are pleased to offer awards for high-quality papers.


The submission deadline is 7th July 2023.


*For more detailed information on the workshop themes and submission
guidelines,* please visit our website https://demi-workshop.github.io


We kindly request you to forward this ***Call for Papers*** to your mailing
list and encourage your colleagues/collaborators and students to contribute
to this exciting event. Should you have any questions or require further
information, please don't hesitate to reach out to us at
demi.workshop23 at gmail.com.

We look forward to your submissions and to welcoming you to the DEMI
Workshop @ MICCAI 2023!

*Best regards,*

*Sharib Ali*

*Lecturer, University of Leeds, UK*

*https://eps.leeds.ac.uk/computing/staff/11465/dr-sharib-ali
<https://eps.leeds.ac.uk/computing/staff/11465/dr-sharib-ali>*

https://uk.linkedin.com/in/sharib-ali-98388736?trk=profile-badge


*On behalf of the DEMI Workshop Organizing Committee*

*(Binod Bhattarai, Anita Rau, Anh Nguyen, Ana Namburete, Razvan Caramalau,
Danail Stoyanov)*
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