MIDRC will be once again be represented at the SPIE Medical Imaging symposium in San Diego with many presentations.

• Assessing Robustness of a Deep Learning Model for COVID-19 Classification on Chest Radiographs

  Mena Shenouda

  20 February 2023 • 4:30 PM - 4:50 PM PST| Town & Country C

• Integrating deep learning algorithm for the lung segmentation with body-part-specific anatomical classification of medical imaging data hosted by Medical Imaging and Data Resource Center (MIDRC)

  Deepa Rishnaswamy, Paul Kinahan, Nadya Shusharina, Andrey Fedorov

  20 February 2023 • 6:00 PM - 8:00 PM PST | Pacific A

• Sequestration methodology in practice through evaluation of joint demographic distributions of 54,185 patients in the Medical Imaging and Data Resource Center (MIDRC) data commons

  Natalie M. Baughan, Heather Whitney, Karen Drukker, Berkman Sahiner, Tingting Hu, Grace Kim, Michael McNitt-Gray, Kyle J. Myers, Maryellen L. Giger

  20 February 2023 • 1:50 PM - 2:10 PM PST | Town & Country D

• State of the Art in the Task-Based Assessment of Medical Imaging Systems

  Kyle Myers

  KEYNOTE TALK

  20 February 2023 • 8:40 AM - 9:20 AM PST | Town & Country A

• Longitudinal robustness of a thoracic radiographic AI model for COVID-19 severity prediction

  Karen Drukker, Hui Li, Maryellen L. Giger

  21 February 2023 • 3:30 PM - 3:50 PM PST | Town & Country C | Part of SPIE Medical Imaging

• Assistance tools for the evaluation of machine learning algorithm performance: the decision tree based tools developed by the Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c effort

  Karen Drukker, Berkman Sahiner, Tingting Hu, Grace H. Kim, Heather Whitney, Natalie Baughan, Kyle Myers, Maryellen Giger, Michael F. McNitt-Gray

  21 February 2023 • 4:50 PM - 5:10 PM PST | Town & Country C

• Live Demonstrations Workshop

  Workshop chairs: Karen Drukker, Lubomir M. Hadjiiski, Horst K. Hahn

• Publicly Available Data and Tools to Promote Machine Learning: an interactive workshop exploring the MIDRC

  21 February 2023 • 6:00 PM - 8:00 PM PST | Pacific A

  Workshop chairs: Berkman Sahiner and Maryellen L. Giger

• Investigation of demographic implicit discrimination and disparate impact in chest radiography image-based AI for COVID-19 severity prediction

  Heather M. Whitney, Hui Li, Karen Drukker, Michael Reeve, Maryellen L. Giger

  22 February 2023 • 2:00 PM - 2:20 PM PST | Palm 5/6

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MIDRC WORKSHOP @ SPIE Medical Imaging, Tuesday 6-8pm