4D CT Deformable Registration Using Unsupervised Deep Learning for Lung Stereotactic Body Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.07.818 ◽

2020 ◽

Vol 108 (3) ◽

pp. e342-e343

Author(s):

X. Yang ◽

Y. Fu ◽

Y. Lei ◽

Z. Tian ◽

T. Wang ◽

...

Keyword(s):

Radiation Therapy ◽

Deep Learning ◽

Stereotactic Body Radiation Therapy ◽

Deformable Registration ◽

4D Ct ◽

Stereotactic Body Radiation ◽

Unsupervised Deep Learning

Download Full-text

Analysis of Changes in Dose Distribution due to Respiration in Stereotactic Body Radiation Therapy (SBRT) for Central Lung Tumors Abutting the Hilar Regions using 4D-CT and Evaluation of the Long-term Clinical Outcomes

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2018.07.1816 ◽

2018 ◽

Vol 102 (3) ◽

pp. e672

Author(s):

F. Baba ◽

Y. Shibamoto ◽

M. Iwana ◽

K. Nomura ◽

J. Nagayoshi

Keyword(s):

Radiation Therapy ◽

Clinical Outcomes ◽

Dose Distribution ◽

Stereotactic Body Radiation Therapy ◽

Lung Tumors ◽

4D Ct ◽

Stereotactic Body Radiation

Download Full-text

MRI and 4D-CT Minimum Intensity Projection Volumes in Patients undergoing Stereotactic Body Radiation Therapy for Hepatic Lesions

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2008.06.649 ◽

2008 ◽

Vol 72 (1) ◽

pp. S252-S253

Author(s):

W.G. Rule ◽

P. DeRose ◽

T. Boike ◽

S. Shaddock ◽

R. Timmerman ◽

...

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

4D Ct ◽

Stereotactic Body Radiation ◽

Minimum Intensity Projection ◽

Hepatic Lesions ◽

Minimum Intensity

Download Full-text

Development and Validation of a Deep Learning Algorithm to Predict Radiation Pneumonitis and Esophagitis Following Lung Stereotactic Body Radiation Therapy

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.02.496 ◽

2020 ◽

Vol 108 (2) ◽

pp. E14

Author(s):

Enoch Chang ◽

Justin Du ◽

Roy Decker ◽

James Yu ◽

Henry Park ◽

...

Keyword(s):

Radiation Therapy ◽

Deep Learning ◽

Stereotactic Body Radiation Therapy ◽

Radiation Pneumonitis ◽

Learning Algorithm ◽

Stereotactic Body Radiation ◽

Deep Learning Algorithm ◽

Development And Validation

Download Full-text

Automated hepatobiliary toxicity prediction after liver stereotactic body radiation therapy with deep learning-based portal vein segmentation

Neurocomputing ◽

10.1016/j.neucom.2018.11.112 ◽

2020 ◽

Vol 392 ◽

pp. 181-188 ◽

Author(s):

Bulat Ibragimov ◽

Diego A.S. Toesca ◽

Daniel T. Chang ◽

Yixuan Yuan ◽

Albert C. Koong ◽

...

Keyword(s):

Radiation Therapy ◽

Deep Learning ◽

Portal Vein ◽

Stereotactic Body Radiation Therapy ◽

Toxicity Prediction ◽

Stereotactic Body Radiation

Download Full-text

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

Frontiers in Artificial Intelligence ◽

10.3389/frai.2020.00068 ◽

2020 ◽

Vol 3 ◽

Author(s):

Wentao Wang ◽

Yang Sheng ◽

Chunhao Wang ◽

Jiahan Zhang ◽

Xinyi Li ◽

...

Keyword(s):

Radiation Therapy ◽

Deep Learning ◽

Stereotactic Body Radiation Therapy ◽

Learning Models ◽

Stereotactic Body Radiation ◽

Plan Generation ◽

Download Full-text

The Use of Gated and 4D CT Imaging in Planning for Stereotactic Body Radiation Therapy

Medical Dosimetry ◽

10.1016/j.meddos.2007.01.006 ◽

2007 ◽

Vol 32 (2) ◽

pp. 92-101 ◽

Author(s):

Warren D. D’Souza ◽

Daryl P. Nazareth ◽

Bin Zhang ◽

Chad Deyoung ◽

Mohan Suntharalingam ◽

...

Keyword(s):

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

4D Ct ◽

Stereotactic Body Radiation

Download Full-text

Comparison of helical, maximum intensity projection (MIP), and averaged intensity (AI) 4D CT imaging for stereotactic body radiation therapy (SBRT) planning in lung cancer

Radiotherapy and Oncology ◽

10.1016/j.radonc.2006.10.009 ◽

2006 ◽

Vol 81 (3) ◽

pp. 264-268 ◽

Author(s):

Jeffrey D. Bradley ◽

Ahmed N. Nofal ◽

Issam M. El Naqa ◽

Wei Lu ◽

Jubei Liu ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Maximum Intensity Projection ◽

Maximum Intensity ◽

4D Ct ◽

Stereotactic Body Radiation

Download Full-text

Dosimetric Predictors for Quality of Life After Prostate Stereotactic Body Radiation Therapy via Deep Learning Network

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2017.06.384 ◽

2017 ◽

Vol 99 (2) ◽

pp. S167 ◽

Author(s):

X. Qi ◽

J. Neylon ◽

A. Santhanam

Keyword(s):

Quality Of Life ◽

Radiation Therapy ◽

Deep Learning ◽

Stereotactic Body Radiation Therapy ◽

Stereotactic Body Radiation ◽

Learning Network ◽

Deep Learning Network

Download Full-text

Deep learning-based real-time volumetric imaging for lung stereotactic body radiation therapy: a proof of concept study

Physics in Medicine and Biology ◽

10.1088/1361-6560/abc303 ◽

2020 ◽

Vol 65 (23) ◽

pp. 235003

Author(s):

Yang Lei ◽

Zhen Tian ◽

Tonghe Wang ◽

Kristin Higgins ◽

Jeffrey D Bradley ◽

...

Keyword(s):

Radiation Therapy ◽

Deep Learning ◽

Real Time ◽

Stereotactic Body Radiation Therapy ◽

Proof Of Concept ◽

Volumetric Imaging ◽

Concept Study ◽

Stereotactic Body Radiation

Download Full-text

Deep learning for identification of critical regions associated with toxicities after liver stereotactic body radiation therapy

Medical Physics ◽

10.1002/mp.14235 ◽

2020 ◽

Vol 47 (8) ◽

pp. 3721-3731

Author(s):

Bulat Ibragimov ◽

Diego A. S. Toesca ◽

Daniel T. Chang ◽

Yixuan Yuan ◽

Albert C. Koong ◽

...

Keyword(s):

Radiation Therapy ◽

Deep Learning ◽

Stereotactic Body Radiation Therapy ◽

Stereotactic Body Radiation ◽

Critical Regions

Download Full-text