Call for Papers

We invite submissions on papers related to Data Curation and Augmentation in Medical Imaging (see Scope). All accepted papers will be presented in the poster session during the workshop. Selected papers will be given the opportunity of an oral presentation.

Papers should be submitted to one of three tracks:

• Track 1 (archival): Original work:
  • Original research papers that have not been published previously at any other peer-reviewed venue.
  • Accepted papers will be published in the CVPRW proceedings.
  • Track-1 submissions must be anonymous and papers will be reviewed in accordance with the double-blind reviewing policy. Submitted papers must be 3-8 pages in the CVPR format excluding references. Additional supplementary material can be submitted as well.
  • Submission link: Track 1
• Track 2 (non-archival): Original/preliminary Work:
  • Original research that has not been published previously at any other peer-reviewed venue. This is intended for work in progress, preliminary results, or other research that is best suited for a workshop setting.
  • Accepted papers will be presented at the workshop but will not be included in the CVPRW proceedings.
  • Track-2 submissions must be anonymous and papers will be reviewed in accordance with the double-blind reviewing policy. Submitted papers must be 3-8 pages in the CVPR format excluding references. Additional supplementary material can be submitted as well.
  • Submission link: Track 2
• Track 3 (non-archival): Previously published Work:
  • Papers that have been published or accepted previously at another peer-reviewed venue. This is intended for work that has been published or accepted recently and is of interest to the workshop audience.
  • Accepted papers will be presented at the workshop but will not be included in the CVPRW proceedings.
  • Track-3 papers can be submitted as-is, and will only be reviewed for relevance to the workshop.
  • Submission link: Track 3

For paper submission questions, take a look at our FAQs or email dca.in.mi@gmail.com

See Important Dates for submission deadlines.

Camera-ready Instructions

• Track 1 (archival)
  • see submission instructions and submission site
• Track 2 (non-archival)
  • The workshop website will show a list of accepted papers and we provide an option for paper PDFs to be hosted publicly available on the website as well.
  • Please let us know whether you wish for your paper PDF to be hosted on the website by replying to the OpenReview decision email until May 12.
  • If you wish for the PDF to be hosted on the website, send us the camera-ready version of your paper until May 12. Simply replace \usepackage[review]{cvpr} with \usepackage{cvpr} in main.tex of the CVPR template.
  • If you do not wish for the PDF to be hosted on the website, you do not have to submit a camera-ready version.
• Track 3 (non-archival, previously published)
  • The workshop website will show a list of accepted papers, including a link to the publication.
  • No actions are required from your side.

Poster Information

• Every accepted paper will be presented as a poster. Additionally, we will soon announce selected papers for oral presentations.
• The maximum poster size is 4x8 and there is an onsite printing option (not mandatory). More information here.
• DO NOT SUBMIT A WORKSHOP PAPER TO THE MAIN CONFERENCE PRINT SITE - IT WILL BE REJECTED.
• Any questions can be directed to Nicole (nicole@ctocevents.com) before submission.
• If you have a question, need to re-submit a file or need a receipt, please contact the provider directly atdsf.team@e-arc.com
• All posters will be in the Arch Building Exhibit Hall and labeled per workshop.
• Poster room: there will be tables, no power outlets.

Awards

• Best Paper (800€)
• Best Paper Runner-Up (400€)
• Best Poster (400€)
• Bench-to-Bedside Award (400€)

Generously provided by the Centre for Tactile Internet (CeTI).

Scope

We invite topics related to medical imaging and medical computer vision which include but are not limited to:

• Data selection and curation
  • clinical data collection & analysis pipelines
  • multi-modal and/or longitudinal data management & analysis
  • data selection techniques
  • data bias analysis
  • annotation tools and strategies
• Data synthesis and augmentation
  • generative modeling
  • neural rendering
  • style transfer
  • physics-based simulation
  • sim2real gap
  • label augmentation
• Learning with limited and imperfect data
  • domain adaptation/generalization
  • federated learning
  • few-shot/zero-shot learning
  • Semi-/self-/un-/weakly-supervised learning
  • active learning
  • multi-modal learning
  • noisy & incomplete data
• Data verification and quality assessment
  • annotation consensus
  • anonymization & privacy
• Effects of data domain representation on clinical outputs
  • case studies of AI for rare diseases
  • downstream impact of data bias in augmentation
  • downstream impact of synthetic data
  • analysis of domain shifts
• From data to results: learning from the success
  • showcasing data-centric solutions with clinical impact

FAQs

• My paper was accepted at DCAMI, which registration type for CVPR should I choose?
  • If your paper was accepted to Track 1 (archival), then an “AUTHOR/FULL PASSPORT REGISTRATION” is required for at least one of the authors of your paper, in order for it to appear in the CVPR-Workshop proceedings. The “ONE DAY WORKSHOP/TUTORIAL PASS” is not sufficient. For more infos see CVPR’s pricing.
  • If your paper was accepted to Track 2 or 3 (non-archival), then any registration which covers the workshops is sufficient (“full” or “workshop only”). CVPR’s rule that workshop paper require a full registration only holds for archival workshop papers.
• Where can I get an invitation letter (e.g. for visa applications)?
  • After registering to CVPR, you can simply download your invitation letter here.
• My paper was accepted for Track 1. Where and when should I submit my camera-ready version?
  • For Track 1 accepted authors, instructions to archive the camera-ready paper are provided in the following links: (Submission instructions and Submission site). The deadline for submission and copyright transfer is April 14. Mark the date!
• The camera-ready instructions state that every paper needs at least one author registered at CVPR. Does registration have to be done before the camera-ready deadline on April 14?
  • No, you can still register after April 14.
• Does every author have to have an OpenReview account?
  • Our submission policy differs from CVPR’s in that we do not require all co-authors to have a OpenReview account.
• On the camera-ready paper submission site, what should I enter for the paper ID field?
  • The format of paper ID should be “DCAMI_[Your paper ID]”. For example, “DCAMI_24”. For our intents and purposes, the workshop ID equates the workshop acronym. We apologize for the ambiguous instructions on the submission site, and will continue working with the CVPR chairs for clarification.
• Will accepted papers be published in the CVPR-Workshop proceedings?
  • Only papers accepted to Track 1 will be published in the CVPR-Workshop proceedings.
• Will rejected submissions from Track 1 (archival, proceedings) still be considered for acceptance at Track 2 (non-archival, preliminary work)?
  • Yes! If a submission is rejected from Track 1 but reviews indicate that it is still valuable for Track 2 (e.g. the idea is promising but evlaution is insufficient for Track 1), authors might be offered to present their work as an accepted paper at Track 2.

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