The code base for Generalizable Dose Prediction for Heterogenous Multi-Cohort and Multi-Site Radiotherapy Planning (GDP-HMM) challenge at AAPM 2025
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Updated
Dec 5, 2025 - Python
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dose-prediction
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A Cascade Transformer-based Model for 3D Dose Distribution Prediction in Head and Neck Cancer Radiotherapy
deep-learning transformers cnn cascade multiscale ct medical-physics multi-organ-segmentation medical-image-analysis pytorch-lightning dose-prediction
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Jan 21, 2024 - Python
Compare various deep learning-based knowledge-based planning methods for 3D dose distribution prediction of the head and neck plans.
deep-learning unet knowledge-based-planning radiotherapy medical-physics radiation-oncology treatment-planning residual-unet attention-unet residual-attention-unet head-and-neck-cancer dose-prediction imrt
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May 4, 2023 - Python
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