Model based patient pre-selection for intensity-modulated proton therapy (IMPT) using automated treatment planning and machine learning

First system for fully-automated multi-criterial treatment planning for a high-magnetic field MR-Linac applied to rectal cancer

(2020) Rik Bijman et al.   ACTA ONCOLOGICA

Introduction to machine and deep learning for medical physicists

(2020) Sunan Cui et al.   MEDICAL PHYSICS

First experience with model-based selection of head and neck cancer patients for proton therapy

(2020) Makbule Tambas et al.   RADIOTHERAPY AND ONCOLOGY

Radiotherapy Treatment plannINg study Guidelines (RATING): A framework for setting up and reporting on scientific treatment planning studies

(2020) Christian Rønn Hansen et al.   RADIOTHERAPY AND ONCOLOGY

Preselection Tool for the Model-Based Selection of Head and Neck Cancer Patients for Proton Therapy

(2019) M. Tambas et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Fully automated, multi-criterial planning for Volumetric Modulated Arc Therapy – An international multi-center validation for prostate cancer

(2018) Ben Heijmen et al.   RADIOTHERAPY AND ONCOLOGY

Automation in intensity modulated radiotherapy treatment planning—a review of recent innovations

(2018) Mohammad Hussein et al.   BRITISH JOURNAL OF RADIOLOGY

Automated robust proton planning using dose-volume histogram-based mimicking of the photon reference dose and reducing organ at risk dose optimization

(2018) R.G.J. Kierkels et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Automated Knowledge-Based Intensity-Modulated Proton Planning: An International Multicenter Benchmarking Study

(2018) Alexander Delaney et al.   Cancers

Near real-time automated dose restoration in IMPT to compensate for daily tissue density variations in prostate cancer

(2017) Thyrza Jagt et al.   PHYSICS IN MEDICINE AND BIOLOGY

Using a knowledge-based planning solution to select patients for proton therapy

(2017) Alexander R. Delaney et al.   RADIOTHERAPY AND ONCOLOGY

The impact of treatment accuracy on proton therapy patient selection for oropharyngeal cancer patients

(2017) Tine Arts et al.   RADIOTHERAPY AND ONCOLOGY

Big Data and machine learning in radiation oncology: State of the art and future prospects

(2016) Jean-Emmanuel Bibault et al.   CANCER LETTERS

Robustness Recipes for Minimax Robust Optimization in Intensity Modulated Proton Therapy for Oropharyngeal Cancer Patients

(2016) Sebastian van der Voort et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Shortening Delivery Times of Intensity Modulated Proton Therapy by Reducing Proton Energy Layers During Treatment Plan Optimization

(2015) Steven van de Water et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Comparison of VMAT and IMRT strategies for cervical cancer patients using automated planning

(2015) Abdul Wahab M. Sharfo et al.   RADIOTHERAPY AND ONCOLOGY

Development of a multivariable normal tissue complication probability (NTCP) model for tube feeding dependence after curative radiotherapy/chemo-radiotherapy in head and neck cancer

(2014) Kim Wopken et al.   RADIOTHERAPY AND ONCOLOGY

Dose Uncertainties in IMPT for Oropharyngeal Cancer in the Presence of Anatomical, Range, and Setup Errors

(2013) Aafke C. Kraan et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Toward Fully Automated Multicriterial Plan Generation: A Prospective Clinical Study

(2013) Peter W.J. Voet et al.   INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS

Improved efficiency of multi-criteria IMPT treatment planning using iterative resampling of randomly placed pencil beams

(2013) S van de Water et al.   PHYSICS IN MEDICINE AND BIOLOGY

Selection of patients for radiotherapy with protons aiming at reduction of side effects: The model-based approach

(2013) Johannes A. Langendijk et al.   RADIOTHERAPY AND ONCOLOGY

iCycle: Integrated, multicriterial beam angle, and profile optimization for generation of coplanar and noncoplanar IMRT plans

(2012) Sebastiaan Breedveld et al.   MEDICAL PHYSICS

External validation of three dimensional conformal radiotherapy based NTCP models for patient-rated xerostomia and sticky saliva among patients treated with intensity modulated radiotherapy

(2011) Ivo Beetz et al.   RADIOTHERAPY AND ONCOLOGY

Predictive modelling for swallowing dysfunction after primary (chemo)radiation: Results of a prospective observational study

(2011) Miranda E.M.C. Christianen et al.   RADIOTHERAPY AND ONCOLOGY