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Knowledge‐based planning for intensity‐modulated radiation therapy: A review of data‐driven approaches

Medical physics (Lancaster), 2019-06, Vol.46 (6), p.2760-2775

2019

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A Knowledge-Based Approach to Improving and Homogenizing Intensity Modulated Radiation Therapy Planning Quality Among Treatment Centers: An Example Application to Prostate Cancer Planning

International journal of radiation oncology, biology, physics, 2013-09, Vol.87 (1), p.176-181

2013

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Quantitative analysis of the factors which affect the interpatient organ-at-risk dose sparing variation in IMRT plans

Medical physics (Lancaster), 2012-11, Vol.39 (11), p.6868-6878

2012

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A planning quality evaluation tool for prostate adaptive IMRT based on machine learning

Medical physics (Lancaster), 2011-02, Vol.38 (2), p.719-726

2011

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An Ensemble Approach to Knowledge-Based Intensity-Modulated Radiation Therapy Planning

Frontiers in oncology, 2018-03, Vol.8, p.57-57

2018

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Radiotherapy Treatment Plans With RapidArc for Prostate Cancer Involving Seminal Vesicles and Lymph Nodes

International journal of radiation oncology, biology, physics, 2010-03, Vol.76 (3), p.935-942

2010

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Radiation Therapy for Rectal Cancer: Executive Summary of an ASTRO Clinical Practice Guideline

Practical Radiation Oncology, 2021-01, Vol.11 (1), p.13-25

2021

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Exploring the Margin Recipe for Online Adaptive Radiation Therapy for Intermediate-Risk Prostate Cancer: An Intrafractional Seminal Vesicles Motion Analysis

International journal of radiation oncology, biology, physics, 2017-06, Vol.98 (2), p.473-480

2017

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Fluence Map Prediction Using Deep Learning Models - Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy

Frontiers in artificial intelligence, 2020-09, Vol.3, p.68-68

2020

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Temporal lobe injury patterns following intensity modulated radiotherapy in a large cohort of nasopharyngeal carcinoma patients

Oral oncology, 2018-10, Vol.85, p.8-14

2018

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Volumetric-Modulated Arc Therapy: Effective and Efficient End-to-End Patient-Specific Quality Assurance

International journal of radiation oncology, biology, physics, 2012-04, Vol.82 (5), p.1567-1574

2012

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Volumetric Arc Intensity–Modulated Therapy for Spine Body Radiotherapy: Comparison With Static Intensity-Modulated Treatment

International journal of radiation oncology, biology, physics, 2009-12, Vol.75 (5), p.1596-1604

2009

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Automatic Planning of Whole Breast Radiation Therapy Using Machine Learning Models

Frontiers in oncology, 2019-08, Vol.9, p.750-750

2019

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Intensity-Modulated Radiation Therapy for Anal Malignancies: A Preliminary Toxicity and Disease Outcomes Analysis

International journal of radiation oncology, biology, physics, 2010-12, Vol.78 (5), p.1413-1419

2010

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Deep Learning–Based Fluence Map Prediction for Pancreas Stereotactic Body Radiation Therapy With Simultaneous Integrated Boost

Advances in radiation oncology, 2021-07, Vol.6 (4), p.100672-100672, Article 100672

2021

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Goal-Driven Beam Setting Optimization for Whole-Breast Radiation Therapy

Technology in cancer research & treatment, 2019, Vol.18, p.1533033819858661-1533033819858661

2019

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Quality assurance for online adapted treatment plans: Benchmarking and delivery monitoring simulation

Medical physics (Lancaster), 2015-01, Vol.42 (1), p.381-390

2015

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Knowledge-Based Statistical Inference Method for Plan Quality Quantification

Technology in cancer research & treatment, 2019, Vol.18, p.1533033819857758-1533033819857758

2019

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A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities

Frontiers in artificial intelligence, 2021-04, Vol.4, p.624038-624038

2021

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Incorporating Case-Based Reasoning for Radiation Therapy Knowledge Modeling: A Pelvic Case Study

Technology in cancer research & treatment, 2019, Vol.18, p.1533033819874788-1533033819874788

2019

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3D in vivo dose verification in prostate proton therapy with deep learning-based proton-acoustic imaging

Physics in medicine & biology, 2022-11, Vol.67 (21), p.215012

2022

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Stereotactic Body Radiotherapy for Lesions of the Spine and Paraspinal Regions

International journal of radiation oncology, biology, physics, 2009-04, Vol.73 (5), p.1369-1375

2009

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Adaptive prostate IGRT combining online re-optimization and re-positioning: a feasibility study

Physics in medicine & biology, 2011-03, Vol.56 (5), p.1243-1258

2011

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Three IMRT advanced planning tools: A multi‐institutional side‐by‐side comparison

Journal of applied clinical medical physics, 2019-08, Vol.20 (8), p.65-77

2019

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Impact of Volumetric Modulated Arc Therapy Technique on Treatment With Partial Breast Irradiation

International journal of radiation oncology, biology, physics, 2010-09, Vol.78 (1), p.288-296

2010

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Knowledge‐based planning for intensity‐modulated radiation therapy: A review of data‐driven approaches

A Knowledge-Based Approach to Improving and Homogenizing Intensity Modulated Radiation Therapy Planning Quality Among Treatment Centers: An Example Application to Prostate Cancer Planning

Quantitative analysis of the factors which affect the interpatient organ-at-risk dose sparing variation in IMRT plans

A planning quality evaluation tool for prostate adaptive IMRT based on machine learning

An Ensemble Approach to Knowledge-Based Intensity-Modulated Radiation Therapy Planning

Radiotherapy Treatment Plans With RapidArc for Prostate Cancer Involving Seminal Vesicles and Lymph Nodes

Radiation Therapy for Rectal Cancer: Executive Summary of an ASTRO Clinical Practice Guideline

Exploring the Margin Recipe for Online Adaptive Radiation Therapy for Intermediate-Risk Prostate Cancer: An Intrafractional Seminal Vesicles Motion Analysis

Fluence Map Prediction Using Deep Learning Models - Direct Plan Generation for Pancreas Stereotactic Body Radiation Therapy

Temporal lobe injury patterns following intensity modulated radiotherapy in a large cohort of nasopharyngeal carcinoma patients

Volumetric-Modulated Arc Therapy: Effective and Efficient End-to-End Patient-Specific Quality Assurance

Volumetric Arc Intensity–Modulated Therapy for Spine Body Radiotherapy: Comparison With Static Intensity-Modulated Treatment

Automatic Planning of Whole Breast Radiation Therapy Using Machine Learning Models

Intensity-Modulated Radiation Therapy for Anal Malignancies: A Preliminary Toxicity and Disease Outcomes Analysis

Deep Learning–Based Fluence Map Prediction for Pancreas Stereotactic Body Radiation Therapy With Simultaneous Integrated Boost

Goal-Driven Beam Setting Optimization for Whole-Breast Radiation Therapy

Quality assurance for online adapted treatment plans: Benchmarking and delivery monitoring simulation

Knowledge-Based Statistical Inference Method for Plan Quality Quantification

A Novel Machine Learning Model for Dose Prediction in Prostate Volumetric Modulated Arc Therapy Using Output Initialization and Optimization Priorities

Incorporating Case-Based Reasoning for Radiation Therapy Knowledge Modeling: A Pelvic Case Study

3D in vivo dose verification in prostate proton therapy with deep learning-based proton-acoustic imaging

Stereotactic Body Radiotherapy for Lesions of the Spine and Paraspinal Regions

Adaptive prostate IGRT combining online re-optimization and re-positioning: a feasibility study

Three IMRT advanced planning tools: A multi‐institutional side‐by‐side comparison

Impact of Volumetric Modulated Arc Therapy Technique on Treatment With Partial Breast Irradiation

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