2024 Call for Grand Challenge Proposals
Let the AAPM’s Working Group on Grand Challenges (WGGC) assist you and your colleagues in conducting a Grand Challenge, an exciting and fun way to solve an important scientific problem while engaging with AAPM membership and the medical community at-large!
The WGGC is charged with promoting the conduct of Grand Challenges designed to assess or improve the use of medical imaging in diagnostic and/or therapeutic applications and is now accepting proposals from groups that wish to host a Challenge in advance of the 2025 Annual Meeting. The WGGC will identify up to two proposals that merit sponsorship (which includes some financial support) and will assist the organizing groups to move forward with the Challenges. The timeline for a proposed Challenge should allow for the conduct and conclusion of the Challenge in time for presentation at the Summer 2025 AAPM Annual Meeting & Exhibition.
Please e-mail proposals to Emily Townley by 5:00 PM ET on July 8, 2024.
Proposals should contain the following elements:
- Page 1:
- title of Challenge (including proposed nickname)
- name, institution, and contact information of each member of the organizing group
- proposed timeline (e.g., public announcement date, dataset release date(s), results submission date)
- Pages 2-3:
- statement of the unmet need that will be served by the Challenge
- assistance (logistical and/or financial) sought from WGGC
- background on the issue that the Challenge is meant to address (including literature review)
- source and numbers of cases for training/testing
- proposed Challenge hosting platform and proposed data hosting platform
- Challenge methodology and logistics, including parameters to be held fixed or to be “matched” across cases, reference standard, performance assessment metric(s), publication plan, plan for data persistence, and optional “prize” for winning group(s) [note that some of these challenge aspects might not be known to the organizers at the time of proposal submission, and other aspects might require input from the WGGC; please indicate which issues are unknown or require further consideration]
Download Proposal Application Template »
Considering organizing a Challenge?
- Challenge Organizer Guidance
- Questions? Contact: Emily Townley
Current Challenges
- Quantitative Intravoxel Incoherent Motion (IVIM) Diffusion MRI Reconstruction (IVIM-dMRI Recon)
- CT Metal Artifact Reduction (CT-MAR)
Previous Challenges
- Deep Generative Modeling for Learning Medical Image Statistics (DGM-Image Challenge)
- Understanding Time-Activity Curve and Time Integrated Activity Variations in Radiopharmaceutical Therapy Challenge (TACTIC)
- Deep Learning for Inverse Problems: Spectral Computed Tomography Image Reconstruction (DL-spectral CT)
- Standardizing Imaging and Reconstruction Protocols for Quantitative SPECT/CT Post Yttrium-90 Microspheres Delivery (SIRPRISE) Challenge
- Truth-Based CT (TrueCT) Reconstruction Challenge
- Digital Breast Tomosynthesis Lesion Detection Challenge: Phase 2 (DBTex2)
- Deep Learning for Inverse Problems: Sparse-View Computed Tomography image Reconstruction Challenge (DL-Sparse-View CT)
- Digital Breast Tomosynthesis Lesion Detection Challenge (DBTex)
- The MArkerless Lung Target Tracking CHallenge (MATCH)
- The Open Knowledge-Based Planning Challenge (OpenKBP)
- RT-MAC Challenge
- Computed Tomography Ventilation Imaging Evaluation 2019 (CTVIE19)
- PROSTATEx-2 Challenge
- Low Dose CT Grand Challenge
Announcements, Publications and Links of Interest
- DGM-Image Challenge Results
- TACTIC Challenge Results
- Digital Breast Tomosynthesis Lesion Detection (DBTex) Challenge Report Published
- DBTex Grand Challenge Submitted Detection Algorithms and Baseline Detection Methods
- Validation and Test Set Labels + Bounding Boxes
- NOTICE: The labels and lesion bounding boxes for the BCS-DBT dataset's validation and test sets were recently released, at https://www.cancerimagingarchive.net/collection/breast-cancer-screening-dbt/ under "Data Access".
- DL-spectral CT Winners Announced
- SIRPRISE Challenge Results
- TrueCT Challenge Winners
- BreastPathQ Challenge Images
- Low Dose CT Challenge Images and Information Available
- Low Dose CT Grand Challenge
- DL-Sparse-View CT Winners Announced
- BreastPathQ Challenge on Diagnostic World News