3 weeks ago
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Credit: Rachel Trello, NIST, NIAID/NIH
A NIST–FDA–NIAID Co-Organized Workshop
This workshop aims to advance AI/ML applications in flow cytometry and related data. The workshop will focus on overcoming challenges and identifying solutions including essential measurements, reference controls, AI-ready reference data and ML/AI models. These efforts will target emerging applications in disease diagnosis, therapeutic development, manufacturing, and clinical trials as well as dosing and monitoring.
9:00 am – 9:05 am | Welcome | |
9:05 am – 9:40 am | Setting the stage Max Qian, PhD, J. Craig Venter Institute, Featured Presentation, | |
9:40 am – 10:10 am | Federal Agency Introductions • National Institute of Standards and Technology (NIST) • US Food and Drug Administration (FDA) • National Institute of Allergy and Infectious Disease, US National Insititutes of Health (NIAID/NIH) | |
10:10 am – 10:30 am | Regulatory perspectives on the use of artificial intelligence Hussein Ezzeldin, FDA | |
10:30 am – 11:00 am | Coffee break | |
11:00 am – 12:30 pm | Flow cytometry in research and the clinic – Part I • Thomas Liechti, Roche and ISAC, Featured Presentation, Immunology with high-dimensional flow cytometry • Speaker TBA, Machine learning and single cell analysis • Guang Fan, Oregon Health & Science University, Title TBA • Yu-Fen (Andrea) Wang, AHEAD Medicine, Title TBA | |
12:30 pm – 1:30 pm | Lunch | |
1:30 pm – 2:30 pm | Flow cytometry in research and the clinic – Part II • Kamila Czechowska-Kusio, Metafora Biosystems, Title TBA • Speaker TBA, National Cancer Institute, Title, TBA • Panel Discussion | |
2:30 pm – 3:00 pm | Challenges and potential solutions for AI/ML applications – Part I • Holden Maecker, Stanford University, Featured Presentation, Methods for producing high-quality clinical flow data | |
3:00 pm – 3:30 pm | Coffee break | |
3:30 pm – 4:30 pm | Challenges and potential solutions for AI/ML applications – Part II • Ryan Brinkman, Dotmatics, Inc., Title TBA • Xing Qiu, University of Rochester, Title TBA • Panel Discussion | |
4:30 pm – 5:10 pm | Updates from flow data repositories • ImmPort by NIAID/NIH, Speaker TBA • FlowRepository by ISAC, Jonathan Irish | |
9:00 am – 10:30 am | Updates on centralized data analysis of interlaboratory study I • Interlaboratory study overview, Lili Wang and Paul DeRose, NIST • Review of data from consortium interlaboratory studies and LabCAS data repository, John Elliott, NIST • Working Group 3 (WG3) centralized data analysis, Santosh Putta, BioLegend - Revvity | |
10:30 am – 11:00 am | Coffee break | |
11:00 am – 11:30 am | AI/ML Infrastructure National resources overview, Speaker TBA | |
11:30 am – 12:30 pm | Panel discussion and workshop conclusion Exploring potential solutions for AI/ML in flow cytometry applications. | |
12:30 pm – 1:30 pm | Lunch | |
1:30 pm – 3:30 pm | Technology showcase talks and demonstrations | |
1:30 pm – 5:00 pm | NIST Flow Cytometry Standards Consortium closed session |
Created November 6, 2024, Updated January 27, 2025