MIDRC at the Upcoming AAPM Annual Meeting
In an effort to democratize access to computational tools and foster inclusivity and innovation, MIDRC widely disseminates information on its advances and makes its developed algorithms and tools open and accessible to all researchers.
You can discuss current advances with members of AAPM’s MIDRC Subcommittee and learn more about available and open-source MIDRC data and resources by visiting the MIDRC Booth (Exhibit Hall, Booth #606) during AAPM’s upcoming Annual Meeting (Los Angeles, July 21-25)! There you will find information about:
The MIDRC MetricTree: An interactive decision-tree tool tailored to recommend performance metrics for computational research.
The MIDRC Bias Awareness Portal: A resource for researchers and practitioners to learn about the various forms of bias possible along the AI/ML development pipeline, including real-world examples, bias measurement metrics, best practices, and mitigation strategies.
The MIDRC Diversity Calculator: An open-source dynamic tool for measuring, monitoring, and comparing the representativeness of biomedical datasets, which was recently the subject of the monthly MIDRC Seminar Series (free and open registration for these educational seminars is available here).
Cohort Selection in the MIDRC Data Commons: Information on MIDRC’s public GitHub with various algorithms, harmonizing varied incoming imaging study descriptions with the LOINC ontology, MIDRC’s processes of sequestration and task-based sampling, and MIDRC’s multi-modal investigations and interoperability.
We look forward to your visit and to sharing our innovative tools and resources with you!"
Link to map of the exhibition hall: https://aapm.expocad.com/Events/2024am/index.html
Note that many MIDRC investigators will be presenting oral and poster presentations. Please note especially:
Session TU-730-408A Advances in Data Science through MIDRC in the ARPA-H BDF: The Need for Curated, Diverse, Annotated and Scalable Imaging Data Commons to Enable Multi-Modal AI Research, on Tuesday July 23, 7:30 am in room 408A
Presentation Harmonization of MIDRC Exam Study Descriptions for Cohort Selection on Thursday July 25, 2:10 pm in roo, 408B
Lastly, here is a link to the APPM website for more information in general:
