Artificial Intelligence in Radiation Oncology and Biomedical Physics

1. AI Applications in Radiation Therapy and Medical Physics 2. Machine Learning for Image-Based Radiotherapy Outcome Prediction 3. Metric Predictions for Machine and Patient-Specific Quality Assurance 4. Data-Driven Treatment Planning, Plan QA and Fast Dose Calculation 5. Reinforcement Learning for Radiation Therapy Planning and Image Processing 6. Image Registration and Segmentation 7. Motion Management and Image-Guided Radiation Therapy 8. Outlook of AI in Medical Physics and Radiation Oncology

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• Engenharia biomédica
• Inteligência artificial
• Física médica
• Engenharia do controlo automático

Artificial Intelligence;AI;Radiation Therapy;Medical Physics;Machine Learning;Image-Based Radiotherapy;Radiotherapy;Outcome Prediction;Quality Assurance;Treatment Planning;Fast Dose Calculation;Dose Calculation;Reinforcement Learning;Radiation Therapy Planning;Image Processing;Image Registration;Segmentation;Motion Management;Image-Guided Radiation Therapy;IGRT;Radiation Oncology;Image Guided Radiation Therapy;Deep Learning Model;Cone Beam CTs;DVH;Ai Tool;CT Image;Adaptive Radiation;EPID;VMAT;AI Application;DNN Model;Clinical Practice;Image Biomarkers;Dose Distribution;Deformable Image Registration;QA Result;VMAT Plan;Predicted Dose Distributions;CBCT Image;Patient Specific QA;Pet Image