Development of a Machine Learning Methodology to Estimate Lung Stereotactic Body Radiation Therapy Dosimetric Endpoints Based on Patient-Specific Anatomic Features

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2016.06.1687 ◽

2016 ◽

Vol 96 (2) ◽

pp. E420-E421

Author(s):

K. Lafata ◽

J. Cai ◽

L. Ren ◽

Q. Wu ◽

J.C. Hong ◽

...

Keyword(s):

Machine Learning ◽

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Stereotactic Body Radiation

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Mitigating the Uncertainty in Small Field Dosimetry for Stereotactic Body Radiation Therapy by Leveraging Machine Learning Strategies

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.07.776 ◽

2020 ◽

Vol 108 (3) ◽

pp. e325

Author(s):

E. Schueler ◽

C.F. Chuang ◽

Y. Yang ◽

L. Xing ◽

W. Zhao

Keyword(s):

Machine Learning ◽

Radiation Therapy ◽

Learning Strategies ◽

Stereotactic Body Radiation Therapy ◽

Small Field ◽

Small Field Dosimetry ◽

Stereotactic Body Radiation

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SU-F-T-587: Quality Assurance of Stereotactic Radiosurgery (SRS) and Stereotactic Body Radiation Therapy (SBRT) for Patient Specific Plans: A Comparison Between MATRIXX and Delta4 QA Devices

Medical Physics ◽

10.1118/1.4956772 ◽

2016 ◽

Vol 43 (6Part22) ◽

pp. 3598-3598

Author(s):

YC Tsai ◽

SH Lu ◽

LH Chen ◽

SH Kuo ◽

CW Wang

Keyword(s):

Quality Assurance ◽

Radiation Therapy ◽

Stereotactic Radiosurgery ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Stereotactic Body Radiation

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Development of patient-specific phantoms for verification of stereotactic body radiation therapy planning in patients with metallic screw fixation

Scientific Reports ◽

10.1038/srep40922 ◽

2017 ◽

Vol 7 (1) ◽

Author(s):

Dongryul Oh ◽

Chae-Seon Hong ◽

Sang Gyu Ju ◽

Minkyu Kim ◽

Bum Yong Koo ◽

...

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Screw Fixation ◽

Patient Specific ◽

Therapy Planning ◽

Stereotactic Body Radiation ◽

Radiation Therapy Planning

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SU-E-T-727: The Application of Regularization-Based Multi-Channel Radiochromic Film Dosimetry for Patient-Specific QA of Stereotactic Body Radiation Therapy (SBRT) Treatment

Medical Physics ◽

10.1118/1.4925091 ◽

2015 ◽

Vol 42 (6Part24) ◽

pp. 3504-3504

Author(s):

Darrell T H Li ◽

Kenny S K Chan ◽

Louis K Y Lee ◽

Anthony T C Chan

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Radiochromic Film ◽

Patient Specific ◽

Film Dosimetry ◽

Stereotactic Body Radiation ◽

Patient Specific Qa

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Learning-based Real-time Patient-specific Volumetric Imaging for Lung Stereotactic Body Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.07.824 ◽

2020 ◽

Vol 108 (3) ◽

pp. e345-e346

Author(s):

X. Yang ◽

Y. Lei ◽

Z. Tian ◽

J.R. Roper ◽

T. Wang ◽

...

Keyword(s):

Radiation Therapy ◽

Real Time ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Volumetric Imaging ◽

Stereotactic Body Radiation

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The effect of measurement geometry on patient specific QA pass/fail rates for stereotactic body radiation therapy (SBRT) Plans

Medical Dosimetry ◽

10.1016/j.meddos.2021.05.001 ◽

2021 ◽

Author(s):

Courtney S Hadsell ◽

Nishele. Lenards ◽

Ashley. Hunzeker ◽

Michael J. Tallhamer ◽

Michael J. Hadsell

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Stereotactic Body Radiation ◽

Patient Specific Qa ◽

Measurement Geometry

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Characterization of 3D printing techniques: Toward patient specific quality assurance spine-shaped phantom for stereotactic body radiation therapy

PLoS ONE ◽

10.1371/journal.pone.0176227 ◽

2017 ◽

Vol 12 (5) ◽

pp. e0176227 ◽

Author(s):

Min-Joo Kim ◽

Seu-Ran Lee ◽

Min-Young Lee ◽

Jason W. Sohn ◽

Hyong Geon Yun ◽

...

Keyword(s):

Quality Assurance ◽

Radiation Therapy ◽

3D Printing ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Stereotactic Body Radiation ◽

Printing Techniques

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Geometric Reproducibility of Fiducial Markers and Efficacy of a Patient-Specific Margin Design Using Active Breath Hold for Pancreas Stereotactic Body Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2018.07.420 ◽

2018 ◽

Vol 102 (3) ◽

pp. e73-e74

Author(s):

S. Han-Oh ◽

L. Nobile ◽

W. Laub ◽

G. Davies ◽

A. Watson ◽

...

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Breath Hold ◽

Fiducial Markers ◽

Stereotactic Body Radiation

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Patient‐specific PTV margins for liver stereotactic body radiation therapy determined using support vector classification with an early warning system for margin adaptation

Medical Physics ◽

10.1002/mp.14419 ◽

2020 ◽

Vol 47 (10) ◽

pp. 5172-5182

Author(s):

Ming Liu ◽

Joanna E. Cygler ◽

Eric Vandervoort

Keyword(s):

Radiation Therapy ◽

Early Warning ◽

Early Warning System ◽

Stereotactic Body Radiation Therapy ◽

Warning System ◽

Patient Specific ◽

Support Vector ◽

Stereotactic Body Radiation

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OC-0505: Patient-specific motion and treatment margins in pancreatic stereotactic body radiation therapy

Radiotherapy and Oncology ◽

10.1016/s0167-8140(15)30610-1 ◽

2014 ◽

Vol 111 ◽

pp. S198-S199

Author(s):

M. Miften ◽

B.L. Jones ◽

N. Fukami ◽

T. Schefter

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Patient Specific ◽

Stereotactic Body Radiation ◽

Treatment Margins

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