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Keywords: contour extraction
PO-GePV-M-6Hybrid Approach of Auto-Segmentation Based On Pixel Level Edge Detection
D Tewatia1*, R Tolakanahalli2, RW Pyzalski3, (1) University of Wisconsin-Madison, Madison, WI, (2) Miami Cancer Institute, Miami, FL, (3) Retiree of University Of Wisconsin-Madison, Madison, WI
PO-GePV-M-18Using CNNs to Extract Standard Structure Names While Learning Radiomic Features
W Sleeman*, P Bose, P Ghosh, J Palta, R Kapoor, Virginia Commonwealth University, Richmond, VA
TH-IePD-TRACK 3-7Auto-Segmentation of Important Centers of Growth in the Pediatric Skeleton to Consider During Radiation Therapy Based On Deep Learning
W Qiu1*, W Zhang2, X Ma1, Q Zhou2, J Zhu1, (1) Department of Radiation Oncology Physics and Technology, Shandong Cancer Hospital and Institute, Shandong First Medical University and Shandong Academy of Medical Sciences, Ji'nan, P.R. China, Jinan, Shangdong province, CN, (2) Manteia Medical Technologies, Milwaukee.
TU-F-TRACK 6-5Improving Cone-Beam CT Based Organ Segmentation with Attention and Knowledge Transfer
H Zhou1*, Y Min2, A Kishan2, S Yoon2, M Cao2, D Ruan12, (1) Department of Bioengineering, UCLA, Los Angeles, CA, (2) Department of Radiation Oncology, UCLA, Los Angeles, CA
TU-F-TRACK 6-6Measuring the Clinical Impact of the Introduction of a Novel Auto-Contouring Workflow for 0.35T MRI-Guided Pelvic Radiotherapy
Y Abdulkadir*, D Luximon, E Morris, P Chow, J Lamb, University of California, Los Angeles, Los Angeles, CA
TU-IePD-TRACK 4-5On the Application of a Variational Autoencoder (VAE) and Transfer Learning to Account for Inter-Observer Uncertainties in Automatic Prostate Gland Segmentation
H Bagher-Ebadian*1,2, X Li3, E Mohamed1,2, B Movsas1,2, D Zhu3, IJ Chetty1,2, (1) Henry Ford Health System, Detroit, MI, (2) Henry Ford Cancer Institute, Detroit, MI, (3) Wayne State University, Detroit, MI
WE-D-TRACK 1-1Towards Contour Quality Assurance of Cardiac Structures with Automatic Segmentation
C Uche1, H Geng2, J Yu3, E Gore4, Y Xiao5, (1) University of Pennsylvania, Philadelphia, PA, (2) University Of Pennsylvania, Philadelphia, PA,(3) NRG Oncology Statistics and Data Management Center, Philadelphia, PA,(4) Medical College of Wisconsin, Milwaukee, Wisconsin,(5) University of Pennsylvania, Philadelphia, PA