Machine Learning for the Prediction of Lymph Nodes Micrometastasis in Patients with Non-Small Cell Lung Cancer: A Comparative Analysis of Two Practical Prediction Models for Gross Target Volume Delineation

Cancer Management and Research ◽

10.2147/cmar.s313941 ◽

2021 ◽

Vol Volume 13 ◽

pp. 4811-4820

Author(s):

Shuli Hu ◽

Man Luo ◽

Yaling Li

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Comparative Analysis ◽

Small Cell Lung Cancer ◽

Prediction Models ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Volume Delineation

Download Full-text

Automated clinical target volume delineation using deep 3D neural networks in radiation therapy of Non-small Cell Lung Cancer

Physics and Imaging in Radiation Oncology ◽

10.1016/j.phro.2021.08.003 ◽

2021 ◽

Vol 19 ◽

pp. 131-137

Author(s):

Yunhe Xie ◽

Kongbin Kang ◽

Yi Wang ◽

Melin J. Khandekar ◽

Henning Willers ◽

...

Keyword(s):

Lung Cancer ◽

Neural Networks ◽

Radiation Therapy ◽

Small Cell Lung Cancer ◽

Clinical Target Volume ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Volume Delineation

Download Full-text

The developing role of FDG PET imaging for prognostication and radiotherapy target volume delineation in non-small cell lung cancer

Journal of Thoracic Disease ◽

10.21037/jtd.2018.07.101 ◽

2018 ◽

Vol 10 (S21) ◽

pp. S2508-S2521 ◽

Cited By ~ 3

Author(s):

Tom Konert ◽

Jeroen B. van de Kamer ◽

Jan-Jakob Sonke ◽

Wouter V. Vogel

Keyword(s):

Lung Cancer ◽

Small Cell Lung Cancer ◽

Pet Imaging ◽

Fdg Pet ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Volume Delineation

Download Full-text

PET/CT imaging for target volume delineation in curative intent radiotherapy of non-small cell lung cancer: IAEA consensus report 2014

Radiotherapy and Oncology ◽

10.1016/j.radonc.2015.03.014 ◽

2015 ◽

Vol 116 (1) ◽

pp. 27-34 ◽

Cited By ~ 77

Author(s):

Tom Konert ◽

Wouter Vogel ◽

Michael P. MacManus ◽

Ursula Nestle ◽

José Belderbos ◽

...

Keyword(s):

Lung Cancer ◽

Small Cell Lung Cancer ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Curative Intent ◽

Target Volume Delineation ◽

Volume Delineation ◽

Pet Ct ◽

Consensus Report

Download Full-text

A teaching intervention in a contouring dummy run improved target volume delineation in locally advanced non-small cell lung cancer

Strahlentherapie und Onkologie ◽

10.1007/s00066-015-0812-8 ◽

2015 ◽

Vol 191 (6) ◽

pp. 525-533 ◽

Cited By ~ 15

Author(s):

Tanja Schimek-Jasch ◽

Esther G. C. Troost ◽

Gerta Rücker ◽

Vesna Prokic ◽

Melanie Avlar ◽

...

Keyword(s):

Lung Cancer ◽

Small Cell Lung Cancer ◽

Cell Lung Cancer ◽

Locally Advanced ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Teaching Intervention ◽

Target Volume Delineation ◽

Volume Delineation

Download Full-text

Automated Clinical Target Volume Delineation for Non-Small Cell Lung Cancer Patients Using Deep 3D Networks

International Journal of Radiation Oncology*Biology*Physics ◽

10.1016/j.ijrobp.2020.07.827 ◽

2020 ◽

Vol 108 (3) ◽

pp. e347

Author(s):

Y. Xie ◽

K. Kang ◽

Y. Wang ◽

F.K. Keane ◽

M.J. Khandekar ◽

...

Keyword(s):

Lung Cancer ◽

Cancer Patients ◽

Clinical Target Volume ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Lung Cancer Patients ◽

Volume Delineation ◽

3D Networks

Download Full-text

Explore the radiotherapeutic clinical target volume delineation for small cell lung cancer with lower cervical lymph node metastasis according to CTimages

Biomedical Research ◽

10.4066/biomedicalresearch.29-17-1964 ◽

2018 ◽

Vol 29 (7) ◽

Author(s):

Ting Gao ◽

Xiaopeng He ◽

Yan Dang ◽

Yindi Jiang ◽

Youwen Yang ◽

...

Keyword(s):

Lung Cancer ◽

Cervical Lymph Node ◽

Clinical Target Volume ◽

Cervical Lymph Node Metastasis ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Node Metastasis ◽

Volume Delineation

Download Full-text

893 poster NON-GATED F-18 FDG PET/CT FOR TARGET VOLUME DELINEATION IN STEREOTACTIC BODY RADIATION THERAPY (SBRT) IN PATIENTS WITH STAGE I NON-SMALL CELL LUNG CANCER (NSCLC) OR HYPERMETABOLIC OLIGOMETASTATIC LUNG LESIONS

Radiotherapy and Oncology ◽

10.1016/s0167-8140(11)71015-5 ◽

2011 ◽

Vol 99 ◽

pp. S343-S344

Author(s):

M. Schmuecking ◽

B. Klaeser ◽

M. Toepfer ◽

M. Malthaner ◽

N. Blumstein ◽

...

Keyword(s):

Lung Cancer ◽

Radiation Therapy ◽

Stereotactic Body Radiation Therapy ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Volume Delineation ◽

Pet Ct ◽

Fdg Pet Ct

Download Full-text

Utilization of PET-CT in target volume delineation for three-dimensional conformal radiotherapy in patients with non-small cell lung cancer and atelectasis

Multidisciplinary Respiratory Medicine ◽

10.1186/2049-6958-8-21 ◽

2013 ◽

Vol 8 (1) ◽

Cited By ~ 10

Author(s):

Li-Jie Yin ◽

Xiao-Bin Yu ◽

Yan-Gang Ren ◽

Guang-Hai Gu ◽

Tian-Gui Ding ◽

...

Keyword(s):

Lung Cancer ◽

Three Dimensional ◽

Conformal Radiotherapy ◽

Target Volume ◽

Small Cell ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Volume Delineation ◽

Pet Ct ◽

Three Dimensional Conformal Radiotherapy

Download Full-text

Evaluating the use of optimally respiratory gated 18F-FDG-PET in target volume delineation and its influence on radiation doses to the organs at risk in non-small-cell lung cancer patients

Nuclear Medicine Communications ◽

10.1097/mnm.0000000000000409 ◽

2016 ◽

Vol 37 (1) ◽

pp. 66-73 ◽

Cited By ~ 5

Author(s):

Robin Wijsman ◽

Willem Grootjans ◽

Esther G. Troost ◽

Erik H. van der Heijden ◽

Eric P. Visser ◽

...

Keyword(s):

Lung Cancer ◽

Organs At Risk ◽

Target Volume ◽

Small Cell ◽

Radiation Doses ◽

Small Cell Lung ◽

Target Volume Delineation ◽

Lung Cancer Patients ◽

Volume Delineation ◽

18F Fdg

Download Full-text

Clinical decision support algorithm based on machine learning to assess the clinical response to anti–programmed death-1 therapy in patients with non–small-cell lung cancer

European Journal of Cancer ◽

10.1016/j.ejca.2021.05.019 ◽

2021 ◽

Vol 153 ◽

pp. 179-189

Author(s):

Beung-Chul Ahn ◽

Jea-Woo So ◽

Chun-Bong Synn ◽

Tae Hyung Kim ◽

Jae Hwan Kim ◽

...

Keyword(s):

Machine Learning ◽

Lung Cancer ◽

Decision Support ◽

Small Cell Lung Cancer ◽

Clinical Decision Support ◽

Clinical Decision ◽

Small Cell ◽

Small Cell Lung ◽

Programmed Death ◽

Programmed Death 1

Download Full-text