AAPM | COMP Joint Meeting · Vancouver · July 19-22

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Poster Program 1942 Invited Program 657 Proffered Program 492 General Events 7

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Talk Proffered Program Room 220
Jul 20 · 16:42
Deep-Learning-Based Proton Spot Map Generation from Dose and Linear Energy Transfer

To develop and evaluate a deep-learning approach that rapidly reconstructs clinically deliverable proton spot maps (PSMs) directly from dose or linear energy transfer (LET) distributions, bypassing conventional iterative optimiza...

Xueyan Tang, PhD
Therapy Physics 0 people interested
Poster GPD-D-34 Poster Program Exhibit Hall | Poster Lounge
Jul 19 · 15:15
Deep Learning-Based Scatter-Free Virtual Monochromatic CBCT Imaging for Metal Artifact Reduction: A Feasibility Study

Metal artifacts are one of the common imaging artifacts that degrade the image quality of cone-beam CT (CBCT). Thus, several studies have investigated metal artifact reduction (MAR) techniques to restore anatomical information ar...

Hoyeon Lee, PhD
Diagnostic and Interventional Radiology Physics 0 people interested
Poster GPD-D-24 Poster Program Exhibit Hall | Poster Lounge
Jul 19 · 15:15
Deep Learning-Based Sinogram Synthesis for High-Pitch Helical CT Reconstruction

High-pitch helical Computed Tomography (CT) reduces radiation exposure to patients and improves robustness against motion artifacts; however, the images suffer from artifacts due to limited data sampling. Recent studies proposed...

Ziyi Zeng
Diagnostic and Interventional Radiology Physics 0 people interested