| Sunday
4:30 PM - 5:00 PM | SU-H430-IePD-F6-1 : Deep Fusion of CT Imaging and Blood Markers to Estimate Portal Venous Hypertension: Novel Optimization of Data Fusion Quality
Y. Wang*, X. Li, M. Konanur, B. Konkel, E. Seyferth, N. Brajer, J. Liu, M. Bashir, K. Lafata |
| Sunday
4:30 PM - 5:00 PM | SU-H430-IePD-F6-2 : Need for PET/CT Harmonization in Multi-Center Immunotherapy Radiomics Studies
K. Strasek*, R. Jeraj, M. Namías, D. Valentinuzzi |
| Sunday
4:30 PM - 5:00 PM | SU-H430-IePD-F6-3 : Curation of a Large Public Head and Neck Dataset for Machine Learning (RADCURE) Using An Automated Data Mining Platform
M. Welch, T. Patel, M. Kazmierski, J. Marsilla, S. Huang, S. Kim, K. Rey-mcintyre, B. O'Sullivan, J. Waldron, N. Becker, S. Bratman, A. Hope, B. Haibe-kains, T. Tadic*, |
| Sunday
4:30 PM - 5:00 PM | SU-H430-IePD-F6-4 : The Medical Imaging and Data Resource Center (MIDRC) Technology Development Project (TDP) 3c: Developing Tools to Assist in Task-Specific Performance Evaluation for Machine Learning Algorithms Employing MIDRC Data
K. Drukker, B. Sahiner, T. Hu, G. Kim, H. Whitney, N. Baughan, K. Myers, M. Giger, M. McNitt-Gray* |
| Sunday
4:30 PM - 5:00 PM | SU-H430-IePD-F6-5 : Towards Fairness in Artificial Intelligence for Medical Imaging: Identification and Mitigation of Biases in the Roadmap From Data Commons to Model Design and Deployment
K. Drukker*, W. Chen, J. Gichoya, N. Gruszauskas, J. Kalpathy-Cramer, S. Koyejo, K. Myers, R. Sá, B. Sahiner, H. Whitney, Z. Zhang, M. Giger |
| Sunday
4:30 PM - 5:00 PM | SU-H430-IePD-F6-6 : Numerical and Experimental Investigation On the Robustness of Deep Neural Network-Based Multi-Class Classification Model of CT Images with Respect to Image Noise
Y. Peng*, C. Shen, Y. Gonzalez, S. Zhang, X. Jia |
