Geometrical Measures Obtained from Pretreatment Postcontrast T1 Weighted MRIs Predict Survival Benefits from Bevacizumab in Glioblastoma Patients

• David Molina ,

  Contributed equally to this work with: David Molina, Julián Pérez-Beteta, Alicia Martínez-González, Carmen Balaña, Víctor M. Pérez-García

  * E-mail: david.molina@uclm.es

  Affiliation Laboratory of Mathematical Oncology (MôLAB), Instituto de Matemática Aplicada a la Ciencia y la Ingeniería, Edificio Politécnico, Avda. Camilo José Cela 3, Universidad de Castilla-La Mancha, 13071 Ciudad Real, Spain

  http://orcid.org/0000-0002-6104-3894

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• Julián Pérez-Beteta ,

  Contributed equally to this work with: David Molina, Julián Pérez-Beteta, Alicia Martínez-González, Carmen Balaña, Víctor M. Pérez-García

  Affiliation Laboratory of Mathematical Oncology (MôLAB), Instituto de Matemática Aplicada a la Ciencia y la Ingeniería, Edificio Politécnico, Avda. Camilo José Cela 3, Universidad de Castilla-La Mancha, 13071 Ciudad Real, Spain

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• Alicia Martínez-González ,

  Contributed equally to this work with: David Molina, Julián Pérez-Beteta, Alicia Martínez-González, Carmen Balaña, Víctor M. Pérez-García

  Affiliation Laboratory of Mathematical Oncology (MôLAB), Instituto de Matemática Aplicada a la Ciencia y la Ingeniería, Edificio Politécnico, Avda. Camilo José Cela 3, Universidad de Castilla-La Mancha, 13071 Ciudad Real, Spain

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• Juan M. Sepúlveda ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Hospital Universitario, 12 de Octubre, Madrid, Spain

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• Sergi Peralta ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Hospital Sant Joan de Reus, Reus, Spain

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• Miguel J. Gil-Gil ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Institut Catalá d’Oncologia IDIBELL, Hospitalet de Llobregat, Barcelona, Spain

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• Gaspar Reynes ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Hospital Universitario La Fe, Valencia, Spain

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• Ana Herrero ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Hospital Miguel Servet, Zaragoza, Spain

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• Ramón De Las Peñas ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Hospital Provincial de Castellón, Castellón, Spain

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• Raquel Luque ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Medical Oncology Service, Hospital Universitario Virgen de las Nieves, Granada, Spain

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• Jaume Capellades ,

  ¶‡ These authors also contributed equally to this work.

  Affiliation Neuroradiology Section. Radiology Service. Hospital del Mar, Barcelona, Spain

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• Carmen Balaña ,

  Contributed equally to this work with: David Molina, Julián Pérez-Beteta, Alicia Martínez-González, Carmen Balaña, Víctor M. Pérez-García

  Affiliation Medical Oncology Service, Institut Català d’Oncologia, IGTP, Hospital Universitari Germans Trias i Pujol, Badalona, Spain

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• Víctor M. Pérez-García

  Contributed equally to this work with: David Molina, Julián Pérez-Beteta, Alicia Martínez-González, Carmen Balaña, Víctor M. Pérez-García

  Affiliation Laboratory of Mathematical Oncology (MôLAB), Instituto de Matemática Aplicada a la Ciencia y la Ingeniería, Edificio Politécnico, Avda. Camilo José Cela 3, Universidad de Castilla-La Mancha, 13071 Ciudad Real, Spain

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