AIMC Topic: Radiation Oncology

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Computational Modeling and AI in Radiation Neuro-Oncology and Radiosurgery.

Advances in experimental medicine and biology Jan 1, 2024
The chapter explores the extensive integration of artificial intelligence (AI) in healthcare systems, with a specific focus on its application in stereotactic radiosurgery. The rapid evolution of AI technology has led to promising developments in thi...
Algorithms Radiation Oncology Humans Computer Simulation Radiosurgery Artificial Intelligence Machine Learning Brain Neoplasms Deep Learning
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First, do no harm. Ethical and legal issues of artificial intelligence and machine learning in veterinary radiology and radiation oncology.

Veterinary radiology & ultrasound : the official journal of the American College of Veterinary Radiology and the International Veterinary Radiology Association Dec 1, 2022
Artificial Intelligence and machine learning are novel technologies that will change the way veterinary medicine is practiced. Exactly how this change will occur is yet to be determined, and, as is the nature with disruptive technologies, will be dif...
Algorithms Animals Radiation Oncology Artificial Intelligence Humans Machine Learning
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Using Artificial Intelligence for Optimization of the Processes and Resource Utilization in Radiotherapy.

JCO global oncology Nov 1, 2022
The radiotherapy (RT) process from planning to treatment delivery is a multistep, complex operation involving numerous levels of human-machine interaction and requiring high precision. These steps are labor-intensive and time-consuming and require me...
Humans Artificial Intelligence Workflow Automation Machine Learning Radiation Oncology
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Ethical Aspects of Artificial Intelligence in Radiation Oncology.

Seminars in radiation oncology Oct 1, 2022
Radiation oncology is a field that heavily relies on new technology. Data science and artificial intelligence will have an important role in the entire radiotherapy workflow. A new paradigm of routine healthcare data reuse to automate treatments and ...
Humans Artificial Intelligence Delivery of Health Care Radiation Oncology Workflow
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Standardization of Artificial Intelligence Development in Radiotherapy.

Seminars in radiation oncology Oct 1, 2022
Application of Artificial Intelligence (AI) tools has recently gained interest in the fields of medical imaging and radiotherapy. Even though there have been many papers published in these domains in the last few years, clinical assessment of the pro...
Machine Learning Humans Reference Standards Artificial Intelligence Radiation Oncology
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Artificial Intelligence for Outcome Modeling in Radiotherapy.

Seminars in radiation oncology Oct 1, 2022
Outcome modeling plays an important role in personalizing radiotherapy and finds applications in specialized areas such as adaptive radiotherapy. Conventional outcome models that are based on a simplified understanding of radiobiological effects or e...
Retrospective Studies Radiation Oncology Machine Learning Prospective Studies Artificial Intelligence Humans
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Artificial Intelligence for Image Registration in Radiation Oncology.

Seminars in radiation oncology Oct 1, 2022
Automatic image registration plays an important role in many aspects of the radiation oncology workflow ranging from treatment simulation, image guided and adaptive radiotherapy, motion management and response evaluation. Traditional automatic regist...
Algorithms Radiation Oncology Humans Artificial Intelligence
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Applications of artificial intelligence in radiophysics.

Journal of cancer research and therapeutics Dec 1, 2021
Artificial intelligence (AI) is playing an important role in radiation oncology. One of the most important applications is in radiotherapy physics. In this field, it has improved the automation of radiotherapy plan design and quality control (QC), th...
Radiotherapy Planning, Computer-Assisted Organs at Risk Humans Quality Control Artificial Intelligence Radiation Oncology
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Automatic contour segmentation of cervical cancer using artificial intelligence.

Journal of radiation research Sep 13, 2021
In cervical cancer treatment, radiation therapy is selected based on the degree of tumor progression, and radiation oncologists are required to delineate tumor contours. To reduce the burden on radiation oncologists, an automatic segmentation of the ...
Diffusion Magnetic Resonance Imaging Radiation Oncology Teaching Humans Models, Theoretical Artificial Intelligence Imaging, Three-Dimensional Female Image Processing, Computer-Assisted Uterine Cervical Neoplasms
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Radiation oncology 2.0.

Lancet (London, England) Aug 21, 2021
Radiation Oncology Machine Learning
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