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Electrical Engineer (2014), Master and PhD in Physics and Mathematics (2016 and 2019) by the University of Castilla-La Mancha. He is now working as a postdoc and coordinating several clinical studies. His research involves medical image processing for the development of new morphological and metabolic imaging biomarkers, based on mathematical models of tumor growth. |
Publications
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Analytical performance validation of aPROMISE platform for prostate tumor burden
Scientific Reports 14, 3001 (2024)
García Vicente, A.M., Lucas Lucas, C., Pérez-Beteta, J. et al. -
Growth dynamics of lung nodules: implications for classification in lung cancer screening
Cancer Imaging 24, 113 (2024)
B. Ocaña-Tienda, A. Eroles-Simó, J. Pérez-Beteta, E. Arana, V. M. Pérez-García -
Morphological MRI features as prognostic indicators in brain metastases
Cancer Imaging 24, 111 (2024)
Ocaña-Tienda B, Pérez-Beteta J, Ortiz de Mendivil A, Asenjo B, Albillo D, Pérez-Romasanta LA, LLorente M, Carballo N, Arana E, Pérez-García VM. -
Radiation necrosis after radiation therapy treatment of brain metastases: A computational approach
PLOS Computational Biology 20(1) e1011400 (2024)
Beatriz Ocana-Tienda, Odelaisy Leon-Triana, Julian Perez-Beteta, Juan Jiménez-Sánchez, Victor M. Perez-Garcia -
Volumetric Analysis: Rethinking Brain Metastases Response Assessment
Neuro-Oncoloy Advances 6(1), 1-9 (2024)
B Ocaña-Tienda, J Pérez-Beteta, JA Romero-Rosales, B Asenjo, A Ortiz, LA Pérez Romasanta, JD Albillo, F Nagib, M Vidal Denis, B. Luque, E. Arana, VM Pérez-García -
A comprehensive dataset of annotated brain metastasis MR images with clinical and radiomic data
Scientific Data 10, 208 (2023)
Ocaña-Tienda B, Pérez-Beteta J, Villanueva JD, Romero JA, Molina D, Suter Y, Asenjo B, Albillo D, Ortiz A, Pérez-Romasanta LA, González E, Llorente M, Carballo N, Nagib F, Vidal M, Luque B, Reyes M, Arana E, Pérez-García VM -
Growth dynamics of brain metastases differentiate radiation necrosis from recurrence
Neurooncology Advances 5(1), vdac179 (2023)
B. Ocaña-Tienda, J. Pérez-Beteta, D. Molina-García, B. Asenjo, A. Ortiz de Mendivil, D. Albillo, LA Pérez-Romasanta, E. González del Portillo, M. Llorente, N. Carballo, E. Arana, Víctor M Pérez-García -
Growth exponents reflect evolutionary processes and treatment response in brain metastases
npj Systems Biology and Applications 9, 35 (2023)
B. Ocaña-Tienda, J. Pérez-Beteta, D. Molina-García, J. Jiménez-Sánchez, O. Leon-Triana, A. Ortiz de Mendivil, B. Asenjo, D. Albillo, L. Pérez-Romasanta, M. Valiente, L. Zhu, P. García- Gómez, E. González-Del Portillo, M. Llorente, N. Carballo, E. Arana, V. M. Pérez-García -
Metabolic Activity Grows in Human Cancers Pushed by Phenotypic Variability
iScience 26(3) 106118 (2023)
J.J. Bosque, G.F. Calvo, D. Molina-García, J. Pérez-Beteta, A.M. García Vicente, V. M. Pérez-García -
Overcoming chemotherapy resistance in low-grade gliomas: A computational approach
PLoS Computational Biology 19(11): e1011208 (2023)
Delobel T, Ayala-Hernández LE, Bosque JJ, Pérez-Beteta J, Chulián S, García-Ferrer M, Piñero P, Schucht P, Murek M, Pérez-García VM -
Multiple and diffuse gliomas by 18F-Fluorocholine PET/CT: two sides of the same coin
Clinical Nuclear Medicine 47(6), e457-e465 (2022)
A. M. García Vicente, J. Pérez-Beteta, J. J. Bosque, A. M. Soriano, V. M. Pérez-García -
SUVmax to tumor perimeter distance: a robust radiomics prognostic biomarker in resectable non-small cell lung cancer patients
European Radiology 32, 3889-3902 (2022)
G. A. Jiménez-Londoño, A. M. García Vicente, J. J. Bosque, M. Amo-Salas, J. Pérez-Beteta, A. F. Honguero-Martinez, V. M. Pérez-García, A. M. Soriano -
Evolutionary dynamics at the tumor edge reveals metabolic imaging biomarkers
Proceedings of the National Academy of Sciences (USA) 118(6) e2018110118 (2021).
J. Jiménez-Sánchez, J.J. Bosque, G.A. Jiménez-Londoño, D. Molina-García, A. Martínez-Rubio, J. Pérez-Beteta, C. Ortega-Sabater, A.F Honguero-Martínez, A.M. García-Vicente, G.F. Calvo, V.M. Pérez-García -
A mesoscopic simulator to uncover heterogeneity and evolutionary dynamics in tumors
PLoS Computational Biology 17(2) e1008266 (2021).
J. Jiménez-Sánchez, A. Martínez-Rubio, A. Popov, J. Pérez-Beteta, Y. Azimzade, D. Molina-García, J. Belmonte-Beitia, G.F. Calvo, V.M. Pérez-García -
Brain Metastasis Response to Stereotactic Radio Surgery: A Mathematical Approach
Mathematics 9(7) 716 (2021)
O. León-Triana, J. Pérez-Beteta, D. Albillo, A. Ortiz de Mendivil, L.A. Pérez-Romasanta, E. González del Portillo, M. Llorente, N. Carballo, E. Arana, V.M. Pérez-García -
Segmentation in non-small-cell lung tumors using 18F-fluorodeoxyglucose PET/CT: tips and rules.
Clinical Nuclear Medicine 45(11) e477-e482 (2020)
G.A Jiménez Londoño, J. Pérez-beteta, J.J. Bosque, A.F. Hoguero, A.M García Vicente -
Tumor width on T1-weighted MRI images of glioblastoma as a prognostic biomarker: A mathematical model
Mathematical Modelling of Natural Phenomena 15, 10 (2020)
J. Pérez Beteta, J. Belmonte-Beitia, V.M. Pérez-García -
Universal scaling laws rule explosive growth in human cancers
Nature Physics 16, 1232-1237 (2020)
V.M. Pérez-García, G.F. Calvo, J.J. Bosque, O. León-Triana, J. Jiménez-Sánchez, J. Pérez-Beteta, J. Belmonte-Beitia, M. Valiente, L. Zhu, P. García-Gómez, P. Sánchez-Gómez, E. Hernández, R. Hortigüela, Y. Azimzade, D. Molina-García, A.Martínez-Rubio, A. Acosta, A. Ortiz de Mendivil, F. Vallette, P. Schucht, M. Murek, M.Pérez-Cano, D.Albillo, AF Honguero, G.A. Jiménez, E. Arana, AM García-Vicente -
Universal scaling laws rule explosive growth in human cancers
Nature Physics 16, 1232-1237 (2020)
V.M. Pérez-García, G.F. Calvo, J.J. Bosque, O. León-Triana, J. Jiménez-Sánchez, J. Pérez-Beteta, J. Belmonte-Beitia, M. Valiente, L. Zhu, P. García-Gómez, P. Sánchez-Gómez, E. Hernández, R. Hortigüela, Y. Azimzade, D. Molina-García, A.Martínez-Rubio, A. Acosta, A. Ortiz de Mendivil, F. Vallette, P. Schucht, M. Murek, M.Pérez-Cano, D.Albillo, AF Honguero, G.A. Jiménez, E. Arana, AM García-Vicente -
18F-Fluorocholine PET/CT in the prediction of molecular subtypes and prognosis for gliomas.
Clinical Nuclear Medicine 44(10) e548-e558 (2019).
A.M. Garcia Vicente, J. Perez-Beteta, M. Amo-Salas, F.J. Pena Pardo, M. Villena, H. Sandoval, M. Mollejo, R. Barbella, C.J. Klein, J.M. Borras, A.M. Soriano, V.M. Pérez-García -
Global heterogeneity assessed with 18F-FDG PET/CT. Relation with biological variables and prognosis in locally advanced breast cancer.
Rev Esp Med Nucl Im Mol 38(5) 290-297 (2019)
M.J. Tello-Galán, A.M. García Vicente, J. Pérez-Beteta, M. Amo-Salas, G.A. Jiménez Londoño, F.J. Pena Pardo, A. Soriano, V.M. Pérez García -
Morphologic features on MR imaging classify multifocal glioblastomas in different prognostic groups
American Journal of Neuro-radiology 40 (4) 634-640 (2019).
J. Pérez-Beteta, D. Molina, M. Villena, M. Rodríguez, C. Velásquez, J. Martino, B. Meléndez, A.R. de Lope, R. Morcillo, J. Sepúlveda, A. Hernández, A. Ramos, J. Barcia, P. Lara, D. Albillo, A. Revert, E. Arana, V.M. Pérez-Garcia -
Morphological MRI-based features provide pretreatment and post-surgery survival prediction in glioblastoma
European Radiology 29(4) 1968-1977 (2019)
J. Pérez-Beteta, D. Molina-García, A. Martínez-González, M. Amo, A. Henares-Molina, B. Luque, E. Arregui, M. Calvo, J.M.Borrás, J. Martino, C. Velasquez, B. Meléndez, A.R. de Lope, R. Moreno, J.A. Barcia, B. Asenjo, M. Benavides, I. Herruzo, P.C. Lara, R. Cabrera, D. Albillo, M. Navarro, L.A. Pérez-Romasanta, A. Revert, E. Arana, V.M. Pérez-García -
Prognostic models based on imaging findings in glioblastoma: Human versus Machine
Scientific Reports 9:5982 (2019)
D. Molina-García, L. Vera, J. Pérez-Beteta, E. Arana, V.M. Pérez-García -
A three-dimensional computational analysis of magnetic resonance images characterizes the biological aggressiveness in malignant brain tumors
Journal of the Royal Society Interface 15, 20180503 (2018).
J. Pérez-Beteta, A. Martínez-González, V.M. Pérez-García -
Intratumoral heterogeneity in 18F-FDG PET/CT by textural analysis in breast cancer as predictive and prognostic subrogate.
Annals of Nuclear Medicine 32(6), 379-388 (2018).
D. Molina A.M. García Vicente, J. Pérez-Beteta, M. Amo-Salas, A. Martínez-González, M.J. Tello Galán, A. Soriano, V.M. Pérez-García -
Is it possible to establish the postoperative extent of resection of glioblastoma with 18F-fluorocholine PET/CT?
Clinical Nuclear Medicine 43(8) e269-e273 (2018).
A.M. García Vicente, J. Pérez-Beteta, M. Calvo, M. Villena, A. Soriano -
Towards Uncertainty-Assisted Brain Tumor Segmentation and Survival Prediction
In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2017. Lecture Notes in Computer Science, vol 10670. Springer
A. Jungo, R. McKinley, R. Meier, U. Knecht, L. Vera, J. Pérez-Beteta, D. Molina, V.M. Pérez-García, R. Wiest, M. Reyes -
Tumor Surface Regularity at MR Imaging Predicts Survival and Response to Surgery in Patients with Glioblastoma
Radiology 288(1), 218-225 (2018)
J. Pérez-Beteta, D. Molina, A. Fernández, B. Luque, E. Arregui, M. Calvo, J. M. Borrás, A. Fernández-Romero, B. Luque, B. Meléndez, A.R. de Lope, R. Moreno, L. Iglesias, J.A. Barcia, J. Martino, C. Velasquez, B. Asenjo, M. Benavides, I. Herruzo, A. Revert, E. Arana, V. M. Pérez-García -
Assessing response in locally advanced breast cancer treated with neaodjuvant chemotherapy: Predictive and prognostic potential of volume-based metabolic variables with 18F-FDG PET/CT
Cancer Research 77, P4-01-04 (2017)
M.D.M. Munoz-Sanchez, A. Soriano, A.M. Garcia-Vicente, M.J. Molina-Garrido, J. Perez-Beteta, A. Olaverri-Herandez, D. Molina-Garcia, J.A.S. Crespo, V.M. Perez-Garcia, E. Val-Pérez, F. Martín-Ordóñez, J.I. Chacón-Muñiz, R. Álvarez-Cabellos, R. Espinosa-Aunión, C. Ortega-Ruipérez, M.J. Cantero, A. Castro, E. Vaquero, E. Catalá, F. Torrecillas and A. Soriano-Castrejón -
Glioblastoma: Does the pre-treatment geometry matter? A postcontrast T1 MRI-based study
European Radiology 27(3), 1096-1104 (2017)
J. Pérez-Beteta, A. Martínez-González, D. Molina, M. Amo, B. Luque, E. Arregui, M. Calvo, J. M. Borrás, C. López, M. Claramonte, J. Barcia, L. Iglesias, J. Avecillas, D.Albillo, M. Navarro, J.M. Villanueva, J.C. Paniagua, J. Martino, C. Velasquez, B. Asenjo, M. Benavides, I. Herruzo, M.C. Delgado, A. Del Valle, A. Falkov, P. Schucht, E. Arana, L. Pérez-Romasanta, V. M.Pérez-García -
Lack of robustness of textural measures obtained from 3D brain tumor MRIs impose a need for standardization
PLoS One 12(6):e0178843 (2017)
D. Molina, J. Pérez-Beteta, A. Martínez-González, J. Martino, C. Velasquez, E. Arana, V.M. Pérez-García -
Metabolic tumor burden assessed by dual time point 18F-FDG PET/CT in locally advanced breast cancer: Relation with tumor biology.
Molecular Imaging and Biology 19(4), 636-644 (2017)
A.M. García-Vicente, J. Pérez-Beteta, A. Martínez-González, V.M. Pérez-García, D. Molina, G.A. Jiménez Londoño, A. Soriano-Castrejón -
Novel geometrical imaging biomarkers predict survival and allow for patient selection for surgery in glioblastoma patients
Neuro-Oncology 19(3):iii80-iii80 (2017)
J. Pérez-Beteta, D. Molina, A. Martínez-González, E. Arregui, B. Asenjo, L. Iglesias, J. Martino, L. Pérez-Romasanta, E. Arana, V.M. Pérez-García -
Predictive and prognostic potential of volume-based metabolic variables obtained by basal 18F-FDG PET/CT in breast cancer with neoadjuvant chemotherapy indication
Revista Española de Medicina Nuclear e Imagen Molecular 37(2), 73-79 (2017)
A.M. García Vicente, J. Pérez-Beteta, M. Amo-Salas, D. Molina, G. Jiménez Londoño, A. Soriano-Castrejón, M.J. Tello, F.J. Pena Pardo, A. Martínez-González -
Recommendations for computation of textural measures obtained from 3D brain tumor MRIs: A robustness analysis points out the need for standardization
Neuro-Oncology 19 (3): iii44 (2017)
D. Molina, J. Pérez-Beteta, A. Martínez-González, C. Velásquez, J. Martino, B. Luque, A. Revert, I. Herruzo, E. Arana, V.M. Pérez-García -
Textural features and SUV-based variables assessed by dual time point 18F-FDG PET/CT in locally advanced breast cancer
Annals of Nuclear Medicine 31(10) 726-735 (2017)
A.M. García-Vicente, D. Molina, J. Pérez-Beteta, M. Amo-Salas, A. Martínez-González, G. Bueno, M.J. Tello-Galán, A. Soriano-Castrejón -
Towards individualized survival prediction in glioblastoma patients using machine learning methods
Neuro-Oncology 19(3):iii84-iii84 (2017)
L. Vera, J. Pérez-Beteta, D. Molina, J.M. Borrás, M. Benavides, J.A. Barcia, C. Velásquez, D. Albillo, P. Lara, V.M. Pérez-García -
Geometrical measures obtained from pretreatment postcontrast T1 weighted MRIs predict survival benefits from bevacizumab in glioblastoma patients
PLoS One 11(8) e0161484 (2016).
D. Molina, J. Pérez-Beteta, A. Martínez-González, J.M. Sepúlveda, S. Peralta, M. Gil-Gil, G. Reynes, A. Herrero, R. De Las Peñas, R. Luque, J. Capellades, C. Balaña, V.M. Pérez-Garcia -
Influence of grey level and space discretization on brain tumor heterogeneity measures obtained from MRIs
Computers in Biology and Medicine 78, 49-57 (2016)
D. Molina, J. Pérez-Beteta, A. Martínez-González, J. Martino, C. Velasquez, E. Arana, V.M. Pérez-García -
Metabolic tumor burden assessed by dual time point 18F-FDG PET/CT in breast cancer: Relation with tumor biology
European Journal of Nuclear Medicine and Molecular Imaging 43, S74-S75 (2016)
A.M. García Vicente, J. Pérez-Beteta, M. Tello Galán, D. Molina-García, G.J. Londono, V.M. Pérez-García, A. Martínez-González, F.P. Pardo, A. Soriano-Castrejón -
Predictive and prognostic potential of volume-based metabolic variables with F-18-FDG PET/CT in locally advanced breast cancer
European Journal of Nuclear Medicine and Nuclear Imaging 43, S27-S28 (2016)
A.M. García Vicente, J. Pérez-Beteta, M. Tello Galán, D. Molina-García, G. J. Londono, V.M. Pérez-García, A. Martínez-González, F.P. Pardo, A. Soriano-Castrejón -
Tumour heterogeneity in glioblastoma assessed by MRI texture analysis: a potential marker of survival.
British Journal on Radiology 89, 2016242 (2016)
D. Molina, J. Pérez-Beteta, B. Luque, E. Arregui, M. Calvo, J. M. Borrás, C. López, J. Martino, C. Velasquez, B. Asenjo, M. Benavides, I. Herruzo, A. Martínez-González, E. Arana. L. Pérez, V. M. Pérez-García
Projects
- Establishing a non-invasive approach to accurately diagnose and assess brain tumors
Canadian Cancer Society (2024 - 2027) - Improving New Therapies in Oncology and Related Fields using mathematical models and biomedical data
Ministry of Science and Innovation (National Research Plan) (2023 - 2026) - Mathematical models for the digital transition in neuro-oncology: In-silico design of a clinical trial for glioblastoma.
Ministerio de Ciencia e Innovación (NextGenerationEU) (2023 - 2024) - Validation and transfer of oncological data and biomarkers based on mathematical models (AFTERbioMATH)
Ministry of Science and Innovation (Spain), Proof of Concept Program (2023 - 2024) - Mathematical models in Oncology
Ministerio de Ciencia e Innovación (Spain) (2020 - 2023)
Pérez Beteta, Julián
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Electrical Engineer (2014), Master and PhD in Physics and Mathematics (2016 and 2019) by the University of Castilla-La Mancha. He is now working as a postdoc and coordinating several clinical studies. His research involves medical image processing for the development of new morphological and metabolic imaging biomarkers, based on mathematical models of tumor growth. |
Publications
- Analytical performance validation of aPROMISE platform for prostate tumor burden
Scientific Reports 14, 3001 (2024)
García Vicente, A.M., Lucas Lucas, C., Pérez-Beteta, J. et al. - Growth dynamics of lung nodules: implications for classification in lung cancer screening
Cancer Imaging 24, 113 (2024)
B. Ocaña-Tienda, A. Eroles-Simó, J. Pérez-Beteta, E. Arana, V. M. Pérez-García - Morphological MRI features as prognostic indicators in brain metastases
Cancer Imaging 24, 111 (2024)
Ocaña-Tienda B, Pérez-Beteta J, Ortiz de Mendivil A, Asenjo B, Albillo D, Pérez-Romasanta LA, LLorente M, Carballo N, Arana E, Pérez-García VM. - Radiation necrosis after radiation therapy treatment of brain metastases: A computational approach
PLOS Computational Biology 20(1) e1011400 (2024)
Beatriz Ocana-Tienda, Odelaisy Leon-Triana, Julian Perez-Beteta, Juan Jiménez-Sánchez, Victor M. Perez-Garcia - Volumetric Analysis: Rethinking Brain Metastases Response Assessment
Neuro-Oncoloy Advances 6(1), 1-9 (2024)
B Ocaña-Tienda, J Pérez-Beteta, JA Romero-Rosales, B Asenjo, A Ortiz, LA Pérez Romasanta, JD Albillo, F Nagib, M Vidal Denis, B. Luque, E. Arana, VM Pérez-García - A comprehensive dataset of annotated brain metastasis MR images with clinical and radiomic data
Scientific Data 10, 208 (2023)
Ocaña-Tienda B, Pérez-Beteta J, Villanueva JD, Romero JA, Molina D, Suter Y, Asenjo B, Albillo D, Ortiz A, Pérez-Romasanta LA, González E, Llorente M, Carballo N, Nagib F, Vidal M, Luque B, Reyes M, Arana E, Pérez-García VM - Growth dynamics of brain metastases differentiate radiation necrosis from recurrence
Neurooncology Advances 5(1), vdac179 (2023)
B. Ocaña-Tienda, J. Pérez-Beteta, D. Molina-García, B. Asenjo, A. Ortiz de Mendivil, D. Albillo, LA Pérez-Romasanta, E. González del Portillo, M. Llorente, N. Carballo, E. Arana, Víctor M Pérez-García - Growth exponents reflect evolutionary processes and treatment response in brain metastases
npj Systems Biology and Applications 9, 35 (2023)
B. Ocaña-Tienda, J. Pérez-Beteta, D. Molina-García, J. Jiménez-Sánchez, O. Leon-Triana, A. Ortiz de Mendivil, B. Asenjo, D. Albillo, L. Pérez-Romasanta, M. Valiente, L. Zhu, P. García- Gómez, E. González-Del Portillo, M. Llorente, N. Carballo, E. Arana, V. M. Pérez-García - Metabolic Activity Grows in Human Cancers Pushed by Phenotypic Variability
iScience 26(3) 106118 (2023)
J.J. Bosque, G.F. Calvo, D. Molina-García, J. Pérez-Beteta, A.M. García Vicente, V. M. Pérez-García - Overcoming chemotherapy resistance in low-grade gliomas: A computational approach
PLoS Computational Biology 19(11): e1011208 (2023)
Delobel T, Ayala-Hernández LE, Bosque JJ, Pérez-Beteta J, Chulián S, García-Ferrer M, Piñero P, Schucht P, Murek M, Pérez-García VM - Multiple and diffuse gliomas by 18F-Fluorocholine PET/CT: two sides of the same coin
Clinical Nuclear Medicine 47(6), e457-e465 (2022)
A. M. García Vicente, J. Pérez-Beteta, J. J. Bosque, A. M. Soriano, V. M. Pérez-García - SUVmax to tumor perimeter distance: a robust radiomics prognostic biomarker in resectable non-small cell lung cancer patients
European Radiology 32, 3889-3902 (2022)
G. A. Jiménez-Londoño, A. M. García Vicente, J. J. Bosque, M. Amo-Salas, J. Pérez-Beteta, A. F. Honguero-Martinez, V. M. Pérez-García, A. M. Soriano - Evolutionary dynamics at the tumor edge reveals metabolic imaging biomarkers
Proceedings of the National Academy of Sciences (USA) 118(6) e2018110118 (2021).
J. Jiménez-Sánchez, J.J. Bosque, G.A. Jiménez-Londoño, D. Molina-García, A. Martínez-Rubio, J. Pérez-Beteta, C. Ortega-Sabater, A.F Honguero-Martínez, A.M. García-Vicente, G.F. Calvo, V.M. Pérez-García - A mesoscopic simulator to uncover heterogeneity and evolutionary dynamics in tumors
PLoS Computational Biology 17(2) e1008266 (2021).
J. Jiménez-Sánchez, A. Martínez-Rubio, A. Popov, J. Pérez-Beteta, Y. Azimzade, D. Molina-García, J. Belmonte-Beitia, G.F. Calvo, V.M. Pérez-García - Brain Metastasis Response to Stereotactic Radio Surgery: A Mathematical Approach
Mathematics 9(7) 716 (2021)
O. León-Triana, J. Pérez-Beteta, D. Albillo, A. Ortiz de Mendivil, L.A. Pérez-Romasanta, E. González del Portillo, M. Llorente, N. Carballo, E. Arana, V.M. Pérez-García - Segmentation in non-small-cell lung tumors using 18F-fluorodeoxyglucose PET/CT: tips and rules.
Clinical Nuclear Medicine 45(11) e477-e482 (2020)
G.A Jiménez Londoño, J. Pérez-beteta, J.J. Bosque, A.F. Hoguero, A.M García Vicente - Tumor width on T1-weighted MRI images of glioblastoma as a prognostic biomarker: A mathematical model
Mathematical Modelling of Natural Phenomena 15, 10 (2020)
J. Pérez Beteta, J. Belmonte-Beitia, V.M. Pérez-García - Universal scaling laws rule explosive growth in human cancers
Nature Physics 16, 1232-1237 (2020)
V.M. Pérez-García, G.F. Calvo, J.J. Bosque, O. León-Triana, J. Jiménez-Sánchez, J. Pérez-Beteta, J. Belmonte-Beitia, M. Valiente, L. Zhu, P. García-Gómez, P. Sánchez-Gómez, E. Hernández, R. Hortigüela, Y. Azimzade, D. Molina-García, A.Martínez-Rubio, A. Acosta, A. Ortiz de Mendivil, F. Vallette, P. Schucht, M. Murek, M.Pérez-Cano, D.Albillo, AF Honguero, G.A. Jiménez, E. Arana, AM García-Vicente - Universal scaling laws rule explosive growth in human cancers
Nature Physics 16, 1232-1237 (2020)
V.M. Pérez-García, G.F. Calvo, J.J. Bosque, O. León-Triana, J. Jiménez-Sánchez, J. Pérez-Beteta, J. Belmonte-Beitia, M. Valiente, L. Zhu, P. García-Gómez, P. Sánchez-Gómez, E. Hernández, R. Hortigüela, Y. Azimzade, D. Molina-García, A.Martínez-Rubio, A. Acosta, A. Ortiz de Mendivil, F. Vallette, P. Schucht, M. Murek, M.Pérez-Cano, D.Albillo, AF Honguero, G.A. Jiménez, E. Arana, AM García-Vicente - 18F-Fluorocholine PET/CT in the prediction of molecular subtypes and prognosis for gliomas.
Clinical Nuclear Medicine 44(10) e548-e558 (2019).
A.M. Garcia Vicente, J. Perez-Beteta, M. Amo-Salas, F.J. Pena Pardo, M. Villena, H. Sandoval, M. Mollejo, R. Barbella, C.J. Klein, J.M. Borras, A.M. Soriano, V.M. Pérez-García - Global heterogeneity assessed with 18F-FDG PET/CT. Relation with biological variables and prognosis in locally advanced breast cancer.
Rev Esp Med Nucl Im Mol 38(5) 290-297 (2019)
M.J. Tello-Galán, A.M. García Vicente, J. Pérez-Beteta, M. Amo-Salas, G.A. Jiménez Londoño, F.J. Pena Pardo, A. Soriano, V.M. Pérez García - Morphologic features on MR imaging classify multifocal glioblastomas in different prognostic groups
American Journal of Neuro-radiology 40 (4) 634-640 (2019).
J. Pérez-Beteta, D. Molina, M. Villena, M. Rodríguez, C. Velásquez, J. Martino, B. Meléndez, A.R. de Lope, R. Morcillo, J. Sepúlveda, A. Hernández, A. Ramos, J. Barcia, P. Lara, D. Albillo, A. Revert, E. Arana, V.M. Pérez-Garcia - Morphological MRI-based features provide pretreatment and post-surgery survival prediction in glioblastoma
European Radiology 29(4) 1968-1977 (2019)
J. Pérez-Beteta, D. Molina-García, A. Martínez-González, M. Amo, A. Henares-Molina, B. Luque, E. Arregui, M. Calvo, J.M.Borrás, J. Martino, C. Velasquez, B. Meléndez, A.R. de Lope, R. Moreno, J.A. Barcia, B. Asenjo, M. Benavides, I. Herruzo, P.C. Lara, R. Cabrera, D. Albillo, M. Navarro, L.A. Pérez-Romasanta, A. Revert, E. Arana, V.M. Pérez-García - Prognostic models based on imaging findings in glioblastoma: Human versus Machine
Scientific Reports 9:5982 (2019)
D. Molina-García, L. Vera, J. Pérez-Beteta, E. Arana, V.M. Pérez-García - A three-dimensional computational analysis of magnetic resonance images characterizes the biological aggressiveness in malignant brain tumors
Journal of the Royal Society Interface 15, 20180503 (2018).
J. Pérez-Beteta, A. Martínez-González, V.M. Pérez-García - Intratumoral heterogeneity in 18F-FDG PET/CT by textural analysis in breast cancer as predictive and prognostic subrogate.
Annals of Nuclear Medicine 32(6), 379-388 (2018).
D. Molina A.M. García Vicente, J. Pérez-Beteta, M. Amo-Salas, A. Martínez-González, M.J. Tello Galán, A. Soriano, V.M. Pérez-García - Is it possible to establish the postoperative extent of resection of glioblastoma with 18F-fluorocholine PET/CT?
Clinical Nuclear Medicine 43(8) e269-e273 (2018).
A.M. García Vicente, J. Pérez-Beteta, M. Calvo, M. Villena, A. Soriano - Towards Uncertainty-Assisted Brain Tumor Segmentation and Survival Prediction
In: Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. BrainLes 2017. Lecture Notes in Computer Science, vol 10670. Springer
A. Jungo, R. McKinley, R. Meier, U. Knecht, L. Vera, J. Pérez-Beteta, D. Molina, V.M. Pérez-García, R. Wiest, M. Reyes - Tumor Surface Regularity at MR Imaging Predicts Survival and Response to Surgery in Patients with Glioblastoma
Radiology 288(1), 218-225 (2018)
J. Pérez-Beteta, D. Molina, A. Fernández, B. Luque, E. Arregui, M. Calvo, J. M. Borrás, A. Fernández-Romero, B. Luque, B. Meléndez, A.R. de Lope, R. Moreno, L. Iglesias, J.A. Barcia, J. Martino, C. Velasquez, B. Asenjo, M. Benavides, I. Herruzo, A. Revert, E. Arana, V. M. Pérez-García - Assessing response in locally advanced breast cancer treated with neaodjuvant chemotherapy: Predictive and prognostic potential of volume-based metabolic variables with 18F-FDG PET/CT
Cancer Research 77, P4-01-04 (2017)
M.D.M. Munoz-Sanchez, A. Soriano, A.M. Garcia-Vicente, M.J. Molina-Garrido, J. Perez-Beteta, A. Olaverri-Herandez, D. Molina-Garcia, J.A.S. Crespo, V.M. Perez-Garcia, E. Val-Pérez, F. Martín-Ordóñez, J.I. Chacón-Muñiz, R. Álvarez-Cabellos, R. Espinosa-Aunión, C. Ortega-Ruipérez, M.J. Cantero, A. Castro, E. Vaquero, E. Catalá, F. Torrecillas and A. Soriano-Castrejón - Glioblastoma: Does the pre-treatment geometry matter? A postcontrast T1 MRI-based study
European Radiology 27(3), 1096-1104 (2017)
J. Pérez-Beteta, A. Martínez-González, D. Molina, M. Amo, B. Luque, E. Arregui, M. Calvo, J. M. Borrás, C. López, M. Claramonte, J. Barcia, L. Iglesias, J. Avecillas, D.Albillo, M. Navarro, J.M. Villanueva, J.C. Paniagua, J. Martino, C. Velasquez, B. Asenjo, M. Benavides, I. Herruzo, M.C. Delgado, A. Del Valle, A. Falkov, P. Schucht, E. Arana, L. Pérez-Romasanta, V. M.Pérez-García - Lack of robustness of textural measures obtained from 3D brain tumor MRIs impose a need for standardization
PLoS One 12(6):e0178843 (2017)
D. Molina, J. Pérez-Beteta, A. Martínez-González, J. Martino, C. Velasquez, E. Arana, V.M. Pérez-García - Metabolic tumor burden assessed by dual time point 18F-FDG PET/CT in locally advanced breast cancer: Relation with tumor biology.
Molecular Imaging and Biology 19(4), 636-644 (2017)
A.M. García-Vicente, J. Pérez-Beteta, A. Martínez-González, V.M. Pérez-García, D. Molina, G.A. Jiménez Londoño, A. Soriano-Castrejón - Novel geometrical imaging biomarkers predict survival and allow for patient selection for surgery in glioblastoma patients
Neuro-Oncology 19(3):iii80-iii80 (2017)
J. Pérez-Beteta, D. Molina, A. Martínez-González, E. Arregui, B. Asenjo, L. Iglesias, J. Martino, L. Pérez-Romasanta, E. Arana, V.M. Pérez-García - Predictive and prognostic potential of volume-based metabolic variables obtained by basal 18F-FDG PET/CT in breast cancer with neoadjuvant chemotherapy indication
Revista Española de Medicina Nuclear e Imagen Molecular 37(2), 73-79 (2017)
A.M. García Vicente, J. Pérez-Beteta, M. Amo-Salas, D. Molina, G. Jiménez Londoño, A. Soriano-Castrejón, M.J. Tello, F.J. Pena Pardo, A. Martínez-González - Recommendations for computation of textural measures obtained from 3D brain tumor MRIs: A robustness analysis points out the need for standardization
Neuro-Oncology 19 (3): iii44 (2017)
D. Molina, J. Pérez-Beteta, A. Martínez-González, C. Velásquez, J. Martino, B. Luque, A. Revert, I. Herruzo, E. Arana, V.M. Pérez-García - Textural features and SUV-based variables assessed by dual time point 18F-FDG PET/CT in locally advanced breast cancer
Annals of Nuclear Medicine 31(10) 726-735 (2017)
A.M. García-Vicente, D. Molina, J. Pérez-Beteta, M. Amo-Salas, A. Martínez-González, G. Bueno, M.J. Tello-Galán, A. Soriano-Castrejón - Towards individualized survival prediction in glioblastoma patients using machine learning methods
Neuro-Oncology 19(3):iii84-iii84 (2017)
L. Vera, J. Pérez-Beteta, D. Molina, J.M. Borrás, M. Benavides, J.A. Barcia, C. Velásquez, D. Albillo, P. Lara, V.M. Pérez-García - Geometrical measures obtained from pretreatment postcontrast T1 weighted MRIs predict survival benefits from bevacizumab in glioblastoma patients
PLoS One 11(8) e0161484 (2016).
D. Molina, J. Pérez-Beteta, A. Martínez-González, J.M. Sepúlveda, S. Peralta, M. Gil-Gil, G. Reynes, A. Herrero, R. De Las Peñas, R. Luque, J. Capellades, C. Balaña, V.M. Pérez-Garcia - Influence of grey level and space discretization on brain tumor heterogeneity measures obtained from MRIs
Computers in Biology and Medicine 78, 49-57 (2016)
D. Molina, J. Pérez-Beteta, A. Martínez-González, J. Martino, C. Velasquez, E. Arana, V.M. Pérez-García - Metabolic tumor burden assessed by dual time point 18F-FDG PET/CT in breast cancer: Relation with tumor biology
European Journal of Nuclear Medicine and Molecular Imaging 43, S74-S75 (2016)
A.M. García Vicente, J. Pérez-Beteta, M. Tello Galán, D. Molina-García, G.J. Londono, V.M. Pérez-García, A. Martínez-González, F.P. Pardo, A. Soriano-Castrejón - Predictive and prognostic potential of volume-based metabolic variables with F-18-FDG PET/CT in locally advanced breast cancer
European Journal of Nuclear Medicine and Nuclear Imaging 43, S27-S28 (2016)
A.M. García Vicente, J. Pérez-Beteta, M. Tello Galán, D. Molina-García, G. J. Londono, V.M. Pérez-García, A. Martínez-González, F.P. Pardo, A. Soriano-Castrejón - Tumour heterogeneity in glioblastoma assessed by MRI texture analysis: a potential marker of survival.
British Journal on Radiology 89, 2016242 (2016)
D. Molina, J. Pérez-Beteta, B. Luque, E. Arregui, M. Calvo, J. M. Borrás, C. López, J. Martino, C. Velasquez, B. Asenjo, M. Benavides, I. Herruzo, A. Martínez-González, E. Arana. L. Pérez, V. M. Pérez-García
Projects
- Establishing a non-invasive approach to accurately diagnose and assess brain tumors
Canadian Cancer Society (2024 - 2027) - Improving New Therapies in Oncology and Related Fields using mathematical models and biomedical data
Ministry of Science and Innovation (National Research Plan) (2023 - 2026) - Mathematical models for the digital transition in neuro-oncology: In-silico design of a clinical trial for glioblastoma.
Ministerio de Ciencia e Innovación (NextGenerationEU) (2023 - 2024) - Validation and transfer of oncological data and biomarkers based on mathematical models (AFTERbioMATH)
Ministry of Science and Innovation (Spain), Proof of Concept Program (2023 - 2024) - Mathematical models in Oncology
Ministerio de Ciencia e Innovación (Spain) (2020 - 2023)
