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Taxonomy: IM/TH- Formal Quality Management Tools: General (most aspects)

MO-B-BRC-5	Quality Assurance of Head & Neck OARs Segmentation with Machine Learning and Deep Learning J Duan1*, J Castle2, X Feng2, Q Chen1, (1) University of Kentucky, Lexington, KY, (2) Carina Medical LLC, Lexington, KY
PO-GePV-T-148	Positioning Accuracy of Multiple Leaves Collimation in a Compact Pencil Beam Scanning System H Azmy, W Smith, Y Hao, T Zhao, T Zhang, B Sun*, Washington University School of Medicine in St. Louis
PO-GePV-T-213	Black Swans in Radiation Therapy K Maloney*, L Myers, Versant Medical Physics and Radiation Safety
SU-F-BRA-5	Multi-Institutional Study of a Bayesian Network-Based Assistive Tool for Physics Plan Review S Luk1*, P Kalendralis2, C Zegers2, I Bermejo2, A Kalet3, (1) University of Vermont Medical Center, Burlington, Vermont, USA (2) Department Of Radiation Oncology (Maastro), GROW School for Oncology And Reproduction, Maastricht University Medical Centre, Maastricht, The Netherlands (3) University of Washington Medical Center, Seattle, Washington, USA
TU-D1030-IePD-F5-4	An AI-Based Stereotactic Radiosurgery Management Web Platform for Brain Metastases Z Yang1*, M Chen1, H Jiang2, Z Wardak1, S Stojadinovic1, R Timmerman1, T Dan1, W Lu1, X Gu1,3, (1) UT Southwestern Medical Center, Dallas, TX, (2) NeuralRad LLC., Madison, WI, (3) Stanford University, Palo Alto, CA