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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Poster Poster Program
Jul 19 · 07:00
Uncertainty-Aware Multimodal Biomarker-Guided Treatment Response Prediction: Integrating FDG PET, T-cell Repertoire, and Inflammatory Cytokines with Conformal Uncertainty Quantification

Uncertainty-aware multimodal biomarker-guided treatment response prediction in metastatic NSCLC remains a critical unmet need to support robust therapy selection and adaptation over time. We developed a multimodal framework integ...

Daniel S. Hippe
Therapy Physics 0 people interested
Poster GPD-T-17 Poster Program Exhibit Hall | Poster Lounge
Jul 19 · 15:15
Uncertainty-Aware Multiscale Patient- and Voxel-Level Treatment Response Forecasting for Personalized Radiotherapy Using Conformal Prediction In Advanced Non-Small Cell Lung Cancer (NSCLC)

Multiscale treatment response prediction in advanced NSCLC enables spatially informed dose painting, yet prediction point estimates alone do not convey the uncertainty required for adaptive therapy decision support. We developed...

Faisal Yaseen
Therapy Physics 0 people interested
Poster GPD-D-212 Poster Program Exhibit Hall | Poster Lounge
Jul 19 · 15:15
Uncertainty Contributors In Ctdi Benchmarking

Computed Tomography Dose Index (CTDI) is widely used for scanner benchmarking, quality assurance, and protocol optimization. Although CTDI methodology is standardized, practical implementation choices may introduce uncertainty. T...

Raman Rana
Diagnostic and Interventional Radiology Physics 0 people interested