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Taxonomy: IM/TH- Image Analysis (Single Modality or Multi-Modality): Machine learning
| MO-IePD-TRACK 5-1 | Deep Learning Based Multiple-Arc VMAT MLC Sequence Prediction in Prostate Cancer Y Lao1*, N Tong2, W Yang3, K Sheng4, (1) UCLA School of Medicine, Los Angeles, CA, (2) University of Southern California, Los Angeles, CA |
| PO-GePV-I-18 | CT Image Standardization for Radiomic Feature Enhancement in Non-Small Cell Lung Cancer M Selim1*, J Chen2, B Fei3, G Zhang4, J Zhang5, (1) University Of Kentucky, ,,(2) University Of Kentucky, ,,(3) University of Texas (UT) at Dallas and UT Southwestern Medical Center, Richardson, TX, (4) Uthealth, ,,(5) University of Kentucky, Lexington, KY |
| PO-GePV-M-15 | Limitations of the Structural Similarity Index in Medical Image Synthesis Evaluation D Gourdeau1,2,3*, S Duchesne1,2, L Archambault2,3, (1) Universite Laval (2) CERVO Brain research center (3) CHUQ Hotel-Dieu de Quebec |
| SU-AB-TRACK 3-0 | SIIM-AAPM Joint Symposium On Machine Intelligence in Medical Imaging B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-AB-TRACK 3-1 | Introduction B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-AB-TRACK 3-2 | Challenges and Opportunities in Validation of AI for Medical Imaging B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-AB-TRACK 3-3 | Harnessing AI to Enable Advanced Image-Guidance in Interventional Procedures B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-AB-TRACK 3-4 | Joint Optimization of Learning-Based Image Reconstruction and K-Space Trajectories for MRI B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-AB-TRACK 3-5 | Standards-Based Integration of AI Tools into Clinical Practice B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-AB-TRACK 3-6 | Q&A B Landman1*, K Brock2*, J Fessler3*, K Andriole4*, (1) Vanderbilt University Medical Center, Nashville, TN, (2) UT MD Anderson Cancer Center, Houston, TX, (3) University of Michigan, Ann Arbor, MI, (4) Brigham & Women's Hospital, Harvard Medical School, Branford, CT |
| SU-D-TRACK 6-3 | Automatic Detection of Vertebral Body Misalignment Errors in Cone-Beam CT Guided Radiotherapy Using a Convolutional Neural Network D Luximon*, J Neylon, J Lamb, University of California, Los Angeles, Los Angeles, CA |
| SU-IePD-TRACK 1-3 | Self-Supervised Deep Learning in the Assessment of Enteral Feeding Tube Positioning Based On A Small Dataset G Liang1*, D Steffey2, H Ganesh3, J Zhang4, (1) Eastern Kentucky University, ,,(2) University Of Kentucky, ,,(3) University Of Kentucky, ,,(4) University of Kentucky, Lexington, KY |
| WE-IePD-TRACK 3-1 | An AI-Based Watchdog Application to Screen Out COVID-19 Patients in Radiation Therapy J Tan*, D Nguyen, J Wu, P Iyengar, F Kay, Y Yan, S Jiang, UT Southwestern Medical Center, Dallas, TX |