Platform for collision detection during treatment planning in radiotherapy
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Feb 28, 2025 - Python
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treatment-planning
Here are 8 public repositories matching this topic...
Evaluate the feasibility of attention-gated 3D U-Net for knowledge-based planning dose prediction of head-and-neck radiotherapy.
deep-learning unet knowledge-based-planning radiotherapy medical-physics radiation-oncology treatment-planning attention-unet head-and-neck-cancer radiotherapy-treatment-planning
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May 4, 2023 - 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
LUND-PROBE – LUND Prostate Radiotherapy Open Benchmarking and Evaluation dataset
visualization python tutorial deep-learning uncertainty mri target segmentation dose varian radiotherapy oar delineation treatment-planning prostate-cancer fiducial radiation-therapy synthetic-ct mri-only multi-observer
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Aug 25, 2025 - Python
Code from my work as Radiation Physicist Assistant at Cookeville Regional Medical Center
medical-physics radiation-oncology oncology dosimetry treatment-planning radiation-physics raystation radiation-therapy radiation-dosimetry
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Sep 24, 2022 - Python
Keras/Tensorflow implementation of 3D pix2pix for automating seed planning for prostate brachytherapy
generative-adversarial-network image-to-image-translation treatment-planning prostate-cancer prostate-brachytherapy
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Oct 7, 2021 - Python
Keras/Tensorflow implementation of TP-GAN (end-to-end automatic approach for treatment planning in low-dose-rate prostate brachytherapy)
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Oct 5, 2021 - Python
implements OptimaQ, an AI-powered addiction prediction system using Q-learning (reinforcement learning)
reinforcement-learning q-learning predictive-modeling model-evaluation treatment-planning opioid-crisis patient-care healthcare-ai behavioral-health addiction-prediction patient-risk-prediction drug-addiction
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Apr 3, 2025 - Python
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