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TH-AB-TRACK 4-0 | Task-Based Image Quality Optimization and Assessment in Diagnostic Imaging and Radiation Therapy C Abbey1*, M Anastasio2*, M Kupinski3*, (1) University of California - Santa Barbara, Santa Barbara, CA, (2) University of Illinois at Urbana-Champaign, Chicago, IL, (3) University of Arizona, Tucson, AZ |
TH-AB-TRACK 4-1 | Training Model Observers for Predictive Performance in Novel Tasks C Abbey1*, M Anastasio2*, M Kupinski3*, (1) University of California - Santa Barbara, Santa Barbara, CA, (2) University of Illinois at Urbana-Champaign, Chicago, IL, (3) University of Arizona, Tucson, AZ |
TH-AB-TRACK 4-2 | Objective Image Quality Assessment by Use of Deep-Learning C Abbey1*, M Anastasio2*, M Kupinski3*, (1) University of California - Santa Barbara, Santa Barbara, CA, (2) University of Illinois at Urbana-Champaign, Chicago, IL, (3) University of Arizona, Tucson, AZ |
TH-AB-TRACK 4-3 | The Role of Dose in Task-Based Assessment of Image Quality — Diagnostic Imaging and Radiation Therapy C Abbey1*, M Anastasio2*, M Kupinski3*, (1) University of California - Santa Barbara, Santa Barbara, CA, (2) University of Illinois at Urbana-Champaign, Chicago, IL, (3) University of Arizona, Tucson, AZ |
TH-AB-TRACK 4-4 | Q&A C Abbey1*, M Anastasio2*, M Kupinski3*, (1) University of California - Santa Barbara, Santa Barbara, CA, (2) University of Illinois at Urbana-Champaign, Chicago, IL, (3) University of Arizona, Tucson, AZ |
WE-IePD-TRACK 6-2 | Prediction of Radiation Pneumonitis for NSCLC Using Crop Convolutional Neural Network Based Model D Kawahara1*, N Imano1, R Nishioka2, A Saito1, Y Nagata1, (1) Hiroshima University,Hiroshima, JP, (2) Medical and Dental Sciences Course, Graduate School of Biomedical & Health Sciences, Hiroshima University, Hiroshima, JP |