Exploratory analysis using machine learning to predict for chest wall pain in patients with stage I non-small-cell lung cancer treated with stereotactic body radiation therapy

Journal of Applied Clinical Medical Physics ◽

10.1002/acm2.12415 ◽

2018 ◽

Vol 19 (5) ◽

pp. 539-546 ◽

Author(s):

Hann-Hsiang Chao ◽

Gilmer Valdes ◽

Jose M. Luna ◽

Marina Heskel ◽

Abigail T. Berman ◽

...

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Stage I ◽

Small Cell Lung

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Effect of Tumor Location and Dosimetric Predictors for Chest Wall Toxicity in Single-Fraction Stereotactic Body Radiation Therapy for Stage I Non-Small Cell Lung Cancer

Practical Radiation Oncology ◽

10.1016/j.prro.2018.11.011 ◽

2019 ◽

Vol 9 (2) ◽

pp. e187-e195 ◽

Author(s):

Bindu V. Manyam ◽

Gregory M.M. Videtic ◽

Kyle Verdecchia ◽

Chandana A. Reddy ◽

Neil M. Woody ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Tumor Location ◽

Stage I ◽

Small Cell Lung

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Using machine learning to predict radiation pneumonitis in patients with stage I non-small cell lung cancer treated with stereotactic body radiation therapy

Physics in Medicine and Biology ◽

10.1088/0031-9155/61/16/6105 ◽

2016 ◽

Vol 61 (16) ◽

pp. 6105-6120 ◽

Author(s):

Gilmer Valdes ◽

Timothy D Solberg ◽

Marina Heskel ◽

Lyle Ungar ◽

Charles B Simone

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Radiation Pneumonitis ◽

Stage I ◽

Small Cell Lung

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Machine Learning Analysis Can Identify Clinical and Dosimetric Factors Predictive of Chest Wall Syndrome in Patients With Stage I Non-Small Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2016.06.432 ◽

2016 ◽

Vol 96 (2) ◽

pp. S172

Author(s):

G. Valdes ◽

A.T. Berman ◽

C. Hann-Hsiang ◽

T.D. Solberg ◽

C.B. Simone

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Small Cell Lung ◽

Learning Analysis

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Faculty Opinions recommendation of Patterns of failure after stereotactic body radiation therapy or lobar resection for clinical stage I non-small-cell lung cancer.

Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature ◽

10.3410/f.717974145.793470500 ◽

2013 ◽

Author(s):

Paul Van Schil

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Clinical Stage ◽

Stage I ◽

Small Cell Lung ◽

Patterns Of Failure

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Location, Location, Location: Lower Lobe Stage I Non-Small Cell Lung Cancer Treated With Stereotactic Body Radiation Therapy Are Associated With Poor Outcomes

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2016.06.1703 ◽

2016 ◽

Vol 96 (2) ◽

pp. E427

Author(s):

N. Shaverdian ◽

D. Veruttipong ◽

J. Wang ◽

P.A. Kupelian ◽

M.L. Steinberg ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Stage I ◽

Small Cell Lung ◽

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Prognostic Value of Mean Standardized Uptake Value in Patients with Stage I Non–Small Cell Lung Cancer Treated with Stereotactic Body Radiation Therapy

Radiology ◽

10.1148/radiol.14141182 ◽

2014 ◽

Vol 273 (2) ◽

pp. 626-627

Author(s):

Eric Laffon ◽

Roger Marthan

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Prognostic Value ◽

Stereotactic Body Radiation Therapy ◽

Standardized Uptake Value ◽

Stage I ◽

Small Cell Lung

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PS01.50: Respiratory-Gated Stereotactic Body Radiation Therapy for Stage I Non–Small Cell Lung Cancer: A Retrospective Review

Journal of Thoracic Oncology ◽

10.1016/j.jtho.2016.09.085 ◽

2016 ◽

Vol 11 (11) ◽

pp. S300-S301

Author(s):

Tamara Nsouli ◽

John Frandina ◽

Rishabh Chaudhari ◽

Sean Tanny ◽

Jeffrey Bogart ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Retrospective Review ◽

Stereotactic Body Radiation Therapy ◽

Stage I ◽

Small Cell Lung ◽

Stereotactic Body Radiation

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Systematic Review of the Incidence of Chest Wall Toxicity Following Stereotactic Body Radiation Therapy for Early Stage Non-Small Cell Lung Cancer

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2018.07.1909 ◽

2018 ◽

Vol 102 (3) ◽

pp. e711

Author(s):

I.S. Voruganti ◽

E. Donovan ◽

C. Walker ◽

A. Swaminath

Keyword(s):

Lung Cancer ◽

Systematic Review ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Early Stage ◽

Small Cell Lung

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Changes in Volumes of Stage I Non-small Cell Lung Cancer (NSCLC) During Stereotactic Body Radiation Therapy (SBRT)

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2012.07.1537 ◽

2012 ◽

Vol 84 (3) ◽

pp. S576-S577

Author(s):

K. Tatekawa ◽

H. Iwata ◽

T. Kawaguchi ◽

F. Baba ◽

S. Otsuka ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Stage I ◽

Small Cell Lung ◽

Stereotactic Body Radiation

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Stereotactic Body Radiation Therapy for Patients 90 Years or Older With Stage I Non-Small Cell Lung Cancer

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2014.05.1916 ◽

2014 ◽

Vol 90 (1) ◽

pp. S647-S648 ◽

Author(s):

Y. Shioyama ◽

H. Onishi ◽

Y. Matsumoto ◽

K. Takayama ◽

Y. Matsuo ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Stereotactic Body Radiation Therapy ◽

Stage I ◽

Small Cell Lung ◽

Stereotactic Body Radiation

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