Post-Radiotherapy PET Image Outcome Prediction by Deep Learning under Biological Model Guidance: A Feasibility Study of Oropharyngeal Cancer Application

Autor: Ji, Hangjie, Lafata, Kyle, Mowery, Yvonne, Brizel, David, Bertozzi, Andrea L., Yin, Fang-Fang, Wang, Chunhao

This paper develops a method of biologically guided deep learning for post-radiation FDG-PET image outcome prediction based on pre-radiation images and radiotherapy dose information. Based on the classic reaction-diffusion mechanism, a novel biologic

Externí odkaz: http://arxiv.org/abs/2105.10650

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Meta-analysis of chemotherapy in head and neck cancer (MACH-NC): An update on 107 randomized trials and 19,805 patients, on behalf of MACH-NC Group

Autor: Adelstein, D.J., Alfonsi, M., Belkacemi, Y., Bar-Ad, V., Bernier, J., Bratland, Å., Calais, G., Campbell, B., Caudell, J., Chabaud, S., Chamorey, E., Chaukar, D., Choi, K.N., Choussy, O., Collette, L., Cruz, J.J., Dani, C., Dauzier, E., Forastiere, A.A., Garaud, P., Gregoire, V., Hackshaw, A., Haddad, E., Haffty, B.G., Hansen, A., Hayoz, S., Horiot, J.C., Jeremic, B., Karrison, T.G., Langendijk, J.A., Lapeyre, M., Lartigau, E., Leong, T., Le, Q.T., Lee, P.P.Y., Lewin, F., Lin, A., Lopes, A., Mehta, S., Moon, J., Moyal, E., Occéan, B.V., Olmi, P., Orecchia, R., O'Sullivan, B., Overgaard, J., Petit, C., Quon, H., Sanguineti, G., Satar, T., Simes, J., Simon, C., Sire, C., Staar, S., Stromberger, C., Strojan, P., Temam, S., Thomson, D., Timochenko, A., Torri, V., Tseroni, V., Vermorken, J., Vokes, E.E., Waldron, J., Wernecke, K.D., Widder, J., Zackrisson, B., Lacas, Benjamin, Carmel, Alexandra, Landais, Cécile, Wong, Stuart J., Licitra, Lisa, Tobias, Jeffrey S., Burtness, Barbara, Ghi, Maria Grazia, Cohen, Ezra E.W., Grau, Cai, Wolf, Gregory, Hitt, Ricardo, Corvò, Renzo, Budach, Volker, Kumar, Shaleen, Laskar, Sarbani Ghosh, Mazeron, Jean-Jacques, Zhong, Lai-Ping, Dobrowsky, Werner, Ghadjar, Pirus, Fallai, Carlo, Zakotnik, Branko, Sharma, Atul, Bensadoun, René-Jean, Ruo Redda, Maria Grazia, Racadot, Séverine, Fountzilas, George, Brizel, David, Rovea, Paolo, Argiris, Athanassios, Nagy, Zoltán Takácsi, Lee, Ju-Whei, Fortpied, Catherine, Harris, Jonathan, Bourhis, Jean, Aupérin, Anne, Blanchard, Pierre, Pignon, Jean-Pierre

Publikováno v: In Radiotherapy and Oncology March 2021 156:281-293

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The risk of carotid stenosis in head and neck cancer patients after radiation therapy

Autor: Carpenter, David J., Mowery, Yvonne M., Broadwater, Gloria, Rodrigues, Anna, Wisdom, Amy J., Dorth, Jennifer A., Patel, Pretesh R., Shortell, Cynthia K., Clough, Robert, Brizel, David M.

Publikováno v: In Oral Oncology May 2018 80:9-15