Head and Neck Cancer Metastasis Prediction via Artificial Neural Networks

2006 ◽  
Author(s):  
E. Darby ◽  
T. Nettimi ◽  
S. Kodali ◽  
Liwen Shih
Keyword(s):  
Neural Networks ◽  
Artificial Neural Networks ◽  
Head And Neck Cancer ◽  
Head And Neck ◽  
Neck Cancer ◽  
Cancer Metastasis ◽  
Artificial Neural

scholarly journals Overexpression of EMMPRIN Isoform 2 Is Associated with Head and Neck Cancer Metastasis

PLoS ONE ◽  
2014 ◽  
Vol 9 (4) ◽  
pp. e91596 ◽  
Author(s):  
Zhiquan Huang ◽  
Ning Tan ◽  
Weijie Guo ◽  
Lili Wang ◽  
Haigang Li ◽  
...  
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Neck Cancer ◽  
Cancer Metastasis

scholarly journals A Collective Route to Head and Neck Cancer Metastasis

2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Arutha Kulasinghe ◽  
Henri Schmidt ◽  
Chris Perry ◽  
Bernard Whitfield ◽  
Liz Kenny ◽  
...  
Keyword(s):  
Head And Neck Cancer ◽  
Head And Neck ◽  
Neck Cancer ◽  
Cancer Metastasis

scholarly journals Pretreatment Identification of Head and Neck Cancer Nodal Metastasis and Extranodal Extension Using Deep Learning Neural Networks

2018 ◽  
Vol 8 (1) ◽  
Author(s):  
Benjamin H. Kann ◽  
Sanjay Aneja ◽  
Gokoulakrichenane V. Loganadane ◽  
Jacqueline R. Kelly ◽  
Stephen M. Smith ◽  
...  
Keyword(s):  
Neural Networks ◽  
Head And Neck Cancer ◽  
Deep Learning ◽  
Head And Neck ◽  
Neck Cancer ◽  
Nodal Metastasis ◽  
Extranodal Extension

scholarly journals The Development and Treatment of Lymphatic Dysfunction in Cancer Patients and Survivors

Cancers ◽  
2020 ◽  
Vol 12 (8) ◽  
pp. 2280
Author(s):  
Melissa B. Aldrich ◽  
John C. Rasmussen ◽  
Caroline E. Fife ◽  
Simona F. Shaitelman ◽  
Eva M. Sevick-Muraca
Keyword(s):  
Breast Cancer ◽  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Cancer Progression ◽  
Neck Cancer ◽  
Cancer Metastasis ◽  
Near Infrared ◽  
Critical Role ◽  
Lymphatic Function

Breast-cancer-acquired lymphedema is routinely diagnosed from the appearance of irreversible swelling that occurs as a result of lymphatic dysfunction. Yet in head and neck cancer survivors, lymphatic dysfunction may not always result in clinically overt swelling, but instead contribute to debilitating functional outcomes. In this review, we describe how cancer metastasis, lymph node dissection, and radiation therapy alter lymphatic function, as visualized by near-infrared fluorescence lymphatic imaging. Using custom gallium arsenide (GaAs)-intensified systems capable of detecting trace amounts of indocyanine green administered repeatedly as lymphatic contrast for longitudinal clinical imaging, we show that lymphatic dysfunction occurs with cancer progression and treatment and is an early, sub-clinical indicator of cancer-acquired lymphedema. We show that early treatment of lymphedema can restore lymphatic function in breast cancer and head and neck cancer patients and survivors. The compilation of these studies provides insights to the critical role that the lymphatics and the immune system play in the etiology of lymphedema and associated co-morbidities.

SU-E-T-206: Improving Radiotherapy Toxicity Based On Artificial Neural Network (ANN) for Head and Neck Cancer Patients

2014 ◽  
Vol 41 (6Part14) ◽  
pp. 270-270
Author(s):  
Daniel D Cho ◽  
A Gabriella Wernicke ◽  
Dattatreyudu Nori ◽  
KSC Chao ◽  
Bhupesh Parashar ◽  
...  
Keyword(s):  
Neural Network ◽  
Artificial Neural Network ◽  
Head And Neck Cancer ◽  
Head And Neck ◽  
Cancer Patients ◽  
Neck Cancer ◽  
Artificial Neural ◽  
Artificial Neural Network Ann ◽  
Radiotherapy Toxicity
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