AIMC Topic: Radiation Oncology

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Artificial intelligence in oral oncology: Overcoming the challenges in diagnosis!

Oral oncology Oct 8, 2022
Radiation Oncology Medical Oncology Humans Artificial Intelligence
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Auto-segmentation of important centers of growth in the pediatric skeleton to consider during radiation therapy based on deep learning.

Medical physics Sep 23, 2022
BACKGROUND: Routinely delineating of important skeletal growth centers is imperative to mitigate radiation-induced growth abnormalities for pediatric cancer patients treated with radiotherapy. However, it is hindered by several practical problems, in...
Radiotherapy Planning, Computer-Assisted Tomography, X-Ray Computed Bone and Bones Radiation Oncology Deep Learning Organs at Risk Child Image Processing, Computer-Assisted Humans
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Artificial intelligence in radiotherapy.

Seminars in cancer biology Aug 20, 2022
Radiotherapy is a discipline closely integrated with computer science. Artificial intelligence (AI) has developed rapidly over the past few years. With the explosive growth of medical big data, AI promises to revolutionize the field of radiotherapy t...
Humans Artificial Intelligence Radiotherapy Planning, Computer-Assisted Radiation Oncology
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Clinical Validation of a Deep-Learning Segmentation Software in Head and Neck: An Early Analysis in a Developing Radiation Oncology Center.

International journal of environmental research and public health Jul 25, 2022
BACKGROUND: Organs at risk (OARs) delineation is a crucial step of radiotherapy (RT) treatment planning workflow. Time-consuming and inter-observer variability are main issues in manual OAR delineation, mainly in the head and neck (H & N) district. D...
Radiotherapy Planning, Computer-Assisted Head and Neck Neoplasms Radiation Oncology Image Processing, Computer-Assisted Humans Software Deep Learning
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A Process Framework for Ethically Deploying Artificial Intelligence in Oncology.

Journal of clinical oncology : official journal of the American Society of Clinical Oncology Jul 18, 2022
Medical Oncology Humans Artificial Intelligence Radiation Oncology
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Digital skills of therapeutic radiographers/radiation therapists - Document analysis for a European educational curriculum.

Radiography (London, England : 1995) Jul 14, 2022
INTRODUCTION: It is estimated that around 50% of cancer patients require Radiotherapy (RT) at some point during their treatment, hence Therapeutic Radiographers/Radiation Therapists (TR/RTTs) have a key role to play in patient management. It is essen...
Artificial Intelligence Radiation Oncology Humans Curriculum European Union
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Training, validation, and clinical implementation of a deep-learning segmentation model for radiotherapy of loco-regional breast cancer.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology May 23, 2022
AIM: To train and validate a comprehensive deep-learning (DL) segmentation model for loco-regional breast cancer with the aim of clinical implementation.
Humans Female Breast Neoplasms Neoplasms, Second Primary Deep Learning Organs at Risk Radiation Oncology Radiotherapy Planning, Computer-Assisted
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Artificial intelligence based deconvolving on megavoltage photon beam profiles for radiotherapy applications.

Physics in medicine and biology Mar 16, 2022
. The aim of this work is an AI based approach to reduce the volume effect of ionization chambers used to measure high energy photon beams in radiotherapy. In particular for profile measurements, the air-filled volume leads to an inaccurate measureme...
Photons Radiation Oncology Phantoms, Imaging Machine Learning Artificial Intelligence
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The 3 ESTRO-EFOMP core curriculum for medical physics experts in radiotherapy.

Radiotherapy and oncology : journal of the European Society for Therapeutic Radiology and Oncology Feb 18, 2022
PURPOSE: To update the 2011 ESTRO-EFOMP core curriculum (CC) for education and training of medical physics experts (MPE)s working in radiotherapy (RT), in line with recent EU guidelines, and to provide a framework for European countries to develop th...
Radiation Oncology Artificial Intelligence Humans Health Physics Curriculum Europe
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Adopting Machine Learning Auto-Segmentation Into Radiotherapy Workflow.

Clinical oncology (Royal College of Radiologists (Great Britain)) Feb 17, 2022
Image Processing, Computer-Assisted Radiation Oncology Machine Learning Radiotherapy Planning, Computer-Assisted Workflow Organs at Risk Humans
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