Artificial intelligence in radiation oncology
Artificial intelligence (AI) has the potential to fundamentally alter the way medicine is
practised. AI platforms excel in recognizing complex patterns in medical data and provide a …
practised. AI platforms excel in recognizing complex patterns in medical data and provide a …
Knowledge‐based planning for intensity‐modulated radiation therapy: a review of data‐driven approaches
Y Ge, QJ Wu - Medical physics, 2019 - Wiley Online Library
Purpose Intensity‐Modulated Radiation Therapy (IMRT), including its variations (including
IMRT, Volumetric Arc Therapy (VMAT), and Tomotherapy), is a widely used and critically …
IMRT, Volumetric Arc Therapy (VMAT), and Tomotherapy), is a widely used and critically …
Artificial intelligence in clinical applications for lung cancer: diagnosis, treatment and prognosis
Q Pei, Y Luo, Y Chen, J Li, D Xie, T Ye - Clinical Chemistry and …, 2022 - degruyter.com
Artificial intelligence (AI) is a branch of computer science that includes research in robotics,
language recognition, image recognition, natural language processing, and expert systems …
language recognition, image recognition, natural language processing, and expert systems …
Radiation therapy quality assurance tasks and tools: the many roles of machine learning
The recent explosion in machine learning efforts in the quality assurance (QA) space has
produced a variety of proofs‐of‐concept many with promising results. Expected outcomes of …
produced a variety of proofs‐of‐concept many with promising results. Expected outcomes of …
Using artificial intelligence for optimization of the processes and resource utilization in radiotherapy
R Krishnamurthy, N Mummudi, JS Goda… - JCO Global …, 2022 - ascopubs.org
The radiotherapy (RT) process from planning to treatment delivery is a multistep, complex
operation involving numerous levels of human-machine interaction and requiring high …
operation involving numerous levels of human-machine interaction and requiring high …
Channel-wise attention enhanced and structural similarity constrained cycleGAN for effective synthetic CT generation from head and neck MRI images
C Gong, Y Huang, M Luo, S Cao, X Gong, S Ding… - Radiation …, 2024 - Springer
Background Magnetic resonance imaging (MRI) plays an increasingly important role in
radiotherapy, enhancing the accuracy of target and organs at risk delineation, but the …
radiotherapy, enhancing the accuracy of target and organs at risk delineation, but the …
Learning-based dose prediction for pancreatic stereotactic body radiation therapy using dual pyramid adversarial network
Abstract Treatment planning for pancreatic cancer stereotactic body radiation therapy
(SBRT) is very challenging owing to vast spatial variations and close proximity of many …
(SBRT) is very challenging owing to vast spatial variations and close proximity of many …
Convolutional neural network‐based dosimetry evaluation of esophageal radiation treatment planning
D Jiang, H Yan, N Chang, T Li, R Mao, C Du… - Medical …, 2020 - Wiley Online Library
Purpose A dosimetry evaluation model for treatment planning of esophageal radiation
therapy is developed using a deep learning model. The model predicts dose volume …
therapy is developed using a deep learning model. The model predicts dose volume …
A medical expert system approach using artificial neural networks for standardized treatment planning
DM Wells, J Niederer - International Journal of Radiation Oncology* Biology …, 1998 - Elsevier
Purpose: Many radiotherapy treatment plans involve some level of standardization (eg, in
terms of beam ballistics, collimator settings, and wedge angles), which is determined …
terms of beam ballistics, collimator settings, and wedge angles), which is determined …
Prism: a new approach to radiotherapy planning software.
IJ Kalet, JP Jacky, MM Austin-Seymour… - … journal of radiation …, 1996 - europepmc.org
Purpose We describe the capabilities and performance of Prism, an innovative new
radiotherapy planning system with unusual features and design. The design and …
radiotherapy planning system with unusual features and design. The design and …