Performance stability evaluation of atlas-based machine learning radiation therapy treatment planning in prostate cancer

Physics in Medicine and Biology ◽

10.1088/1361-6560/abfff0 ◽

2021 ◽

Vol 66 (13) ◽

pp. 134001

Author(s):

Leigh Conroy ◽

Aly Khalifa ◽

Alejandro Berlin ◽

Chris McIntosh ◽

Thomas G Purdie

Keyword(s):

Prostate Cancer ◽

Machine Learning ◽

Radiation Therapy ◽

Treatment Planning ◽

Stability Evaluation ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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Automatic MRI Atlas-Based External Beam Radiation Therapy Treatment Planning for Prostate Cancer

Prostate Cancer Imaging. Computer-Aided Diagnosis, Prognosis, and Intervention - Lecture Notes in Computer Science ◽

10.1007/978-3-642-15989-3_4 ◽

2010 ◽

pp. 25-33 ◽

Author(s):

Jason Dowling ◽

Jonathan Lambert ◽

Joel Parker ◽

Peter B. Greer ◽

Jurgen Fripp ◽

...

Keyword(s):

Prostate Cancer ◽

Radiation Therapy ◽

Treatment Planning ◽

External Beam Radiation Therapy ◽

External Beam Radiation ◽

External Beam ◽

Beam Radiation ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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Quantifying the Effect of 3T Magnetic Resonance Imaging Residual System Distortions and Patient-Induced Susceptibility Distortions on Radiation Therapy Treatment Planning for Prostate Cancer

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2017.10.021 ◽

2018 ◽

Vol 100 (2) ◽

pp. 317-324 ◽

Author(s):

Mary Adjeiwaah ◽

Mikael Bylund ◽

Josef A. Lundman ◽

Camilla Thellenberg Karlsson ◽

Joakim H. Jonsson ◽

...

Keyword(s):

Magnetic Resonance Imaging ◽

Prostate Cancer ◽

Radiation Therapy ◽

Magnetic Resonance ◽

Treatment Planning ◽

Resonance Imaging ◽

Induced Susceptibility ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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A Voxel-Wise Comparison of 68ga-Hbed-CC-PSMA PET/CT Versus Histopathology in Primary Localized Prostate Cancer: Implementations for Radiation Therapy Treatment Planning

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2016.06.1260 ◽

2016 ◽

Vol 96 (2) ◽

pp. E253-E254 ◽

Author(s):

C. Zamboglou ◽

F. Schiller ◽

T. Fechter ◽

V. Drendel ◽

M. Mix ◽

...

Keyword(s):

Prostate Cancer ◽

Radiation Therapy ◽

Treatment Planning ◽

Localized Prostate Cancer ◽

Radiation Therapy Treatment Planning ◽

Psma Pet ◽

Pet Ct ◽

Therapy Treatment

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Application and comparison of machine learning models for predicting quality assurance outcomes in radiation therapy treatment planning

Informatics in Medicine Unlocked ◽

10.1016/j.imu.2020.100292 ◽

2020 ◽

Vol 18 ◽

pp. 100292 ◽

Author(s):

Phillip D.H. Wall ◽

Jonas D. Fontenot

Keyword(s):

Machine Learning ◽

Quality Assurance ◽

Radiation Therapy ◽

Treatment Planning ◽

Learning Models ◽

Radiation Therapy Treatment Planning ◽

Machine Learning Models ◽

Therapy Treatment

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Automation in radiation therapy treatment planning for prostate cancer

10.5353/th_991044104146403414 ◽

2019 ◽

Author(s):

King-hang, Wicger Wong

Keyword(s):

Prostate Cancer ◽

Radiation Therapy ◽

Treatment Planning ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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Automated Machine-Learning Radiation Therapy Treatment Planning for Pediatric and Adult Brain Tumors

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.07.232 ◽

2020 ◽

Vol 108 (3) ◽

pp. e777

Author(s):

G. Tsui ◽

D.S.C. Tsang ◽

C. McIntosh ◽

T.G. Purdie ◽

M. Khandwala ◽

...

Keyword(s):

Machine Learning ◽

Radiation Therapy ◽

Brain Tumors ◽

Treatment Planning ◽

Adult Brain ◽

Radiation Therapy Treatment Planning ◽

Automated Machine Learning ◽

Therapy Treatment

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Results of a multicenter intensity modulated radiation therapy treatment planning comparison study for a sample prostate cancer case

Strahlentherapie und Onkologie ◽

10.1007/s00066-019-01496-9 ◽

2019 ◽

Vol 195 (10) ◽

pp. 913-922

Author(s):

Thorsten Frenzel ◽

Dirk Albers ◽

Maximilian Grohmann ◽

Andreas Krüll

Keyword(s):

Prostate Cancer ◽

Radiation Therapy ◽

Treatment Planning ◽

Intensity Modulated Radiation Therapy ◽

Cancer Case ◽

Comparison Study ◽

Prostate Cancer Case ◽

Intensity Modulated ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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Response of Pelvic Lymph Nodes to Neoadjuvant Hormonal Therapy in Prostate Cancer Patients: Computed Tomography for Radiation Therapy Treatment Planning as “Second Look” Imaging

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2014.05.1369 ◽

2014 ◽

Vol 90 (1) ◽

pp. S434-S435

Author(s):

H. Asakura ◽

K. Asakura ◽

H. Ogawa ◽

H. Harada ◽

M. Matsuzaki ◽

...

Keyword(s):

Prostate Cancer ◽

Computed Tomography ◽

Radiation Therapy ◽

Lymph Nodes ◽

Cancer Patients ◽

Treatment Planning ◽

Hormonal Therapy ◽

Pelvic Lymph Nodes ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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Operating a treatment planning system using a deep‐reinforcement learning‐based virtual treatment planner for prostate cancer intensity‐modulated radiation therapy treatment planning

Medical Physics ◽

10.1002/mp.14114 ◽

2020 ◽

Vol 47 (6) ◽

pp. 2329-2336 ◽

Author(s):

Chenyang Shen ◽

Dan Nguyen ◽

Liyuan Chen ◽

Yesenia Gonzalez ◽

Rafe McBeth ◽

...

Keyword(s):

Prostate Cancer ◽

Radiation Therapy ◽

Treatment Planning ◽

Intensity Modulated Radiation Therapy ◽

Planning System ◽

Treatment Planning System ◽

Intensity Modulated ◽

Radiation Therapy Treatment Planning ◽

Virtual Treatment ◽

Therapy Treatment

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Experience-Based Quality Control in Radiation Therapy Treatment Planning of High Risk Post-prostatectomy Prostate Cancer with RapidPlan: NRG Oncology RTOG 0621

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2017.06.1219 ◽

2017 ◽

Vol 99 (2) ◽

pp. E257-E258

Author(s):

F. O'Grady ◽

H. Geng ◽

H. Zhong ◽

M. Huang ◽

T.G. Giaddui ◽

...

Keyword(s):

Prostate Cancer ◽

Quality Control ◽

Radiation Therapy ◽

High Risk ◽

Treatment Planning ◽

Radiation Therapy Treatment Planning ◽

Therapy Treatment

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