Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy

A. Fargeas (1) , Oscar Acosta (1) , J.D. Ospina Arrango (1) , A. Ferhat (1) , N. Costet (1) , Laurent Albera (1) , D. Azria (2, 3) , P. Fenoglietto (2, 3) , G. Créhange (4) , V. Beckendorf (5) , M. Hatt (6) , A. Kachenoura (1) , R. de Crevoisier (1, 7)

1 LTSI - Laboratoire Traitement du Signal et de l'Image
2 Immunociblage et radiobiologie en oncologie
3 IRCM - U1194 Inserm - UM - Institut de Recherche en Cancérologie de Montpellier
4 UNICANCER/CRLCC-CGFL - Centre Régional de Lutte contre le cancer Georges-François Leclerc [Dijon]
5 CAV - Centre Alexis Vautrin
6 LaTIM - Laboratoire de Traitement de l'Information Medicale
7 CRLCC - CRLCC Eugène Marquis

Keywords: Independent component analysis; Toxicity; Rectal bleeding; Prostate cancer radiotherapy; Predictive model

Domains: Life Sciences [q-bio]; Bioengineering; Engineering Sciences [physics]; Signal and Image processing

A. Fargeas, Oscar Acosta, J.D. Ospina Arrango, A. Ferhat, N. Costet, et al.. Independent component analysis for rectal bleeding prediction following prostate cancer radiotherapy. Radiotherapy & Oncology, 2018, 126 (2), pp.263-269. ⟨10.1016/j.radonc.2017.11.011⟩. ⟨hal-01740215⟩