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Imaging biomarkers and radiomics in pediatric oncology: a view from the PRIMAGE (PRedictive In silico Multiscale Analytics to support cancer personalized diaGnosis and prognosis, Empowered by imaging biomarkers) project.
Veiga-Canuto D, Cerdá Alberich L, Fernández-Patón M, Jiménez Pastor A, Lozano-Montoya J, Miguel Blanco A, Martínez de Las Heras B, Sangüesa Nebot C; PRIMAGE Project consortium; Martí-Bonmatí L. Veiga-Canuto D, et al. Among authors: jimenez pastor a. Pediatr Radiol. 2024 Apr;54(4):562-570. doi: 10.1007/s00247-023-05770-y. Epub 2023 Sep 25. Pediatr Radiol. 2024. PMID: 37747582 Review.
The Aging Imageomics Study: rationale, design and baseline characteristics of the study population.
Puig J, Biarnes C, Pedraza S, Vilanova JC, Pamplona R, Fernández-Real JM, Brugada R, Ramos R, Coll-de-Tuero G, Calvo-Perxas L, Serena J, Ramió-Torrentà L, Gich J, Gallart L, Portero-Otin M, Alberich-Bayarri A, Jimenez-Pastor A, Camacho-Ramos E, Mayneris-Perxachs J, Pineda V, Font R, Prats-Puig A, Gacto ML, Deco G, Escrichs A, Clotet B, Paredes R, Negredo E, Triaire B, Rodríguez M, Heredia-Escámez A, Coronado R, de Graaf W, Prevost V, Mitulescu A, Daunis-I-Estadella P, Thió-Henestrosa S, Miralles F, Ribas-Ripoll V, Puig-Domingo M, Essig M, Figley CR, Figley TD, Albensi B, Ashraf A, Reiber JHC, Schifitto G, Md Nasir U, Leiva-Salinas C, Wintermark M, Nael K, Vilalta-Franch J, Barretina J, Garre-Olmo J. Puig J, et al. Among authors: jimenez pastor a. Mech Ageing Dev. 2020 Jul;189:111257. doi: 10.1016/j.mad.2020.111257. Epub 2020 May 11. Mech Ageing Dev. 2020. PMID: 32437737 Clinical Trial.
PRIMAGE project: predictive in silico multiscale analytics to support childhood cancer personalised evaluation empowered by imaging biomarkers.
Martí-Bonmatí L, Alberich-Bayarri Á, Ladenstein R, Blanquer I, Segrelles JD, Cerdá-Alberich L, Gkontra P, Hero B, García-Aznar JM, Keim D, Jentner W, Seymour K, Jiménez-Pastor A, González-Valverde I, Martínez de Las Heras B, Essiaf S, Walker D, Rochette M, Bubak M, Mestres J, Viceconti M, Martí-Besa G, Cañete A, Richmond P, Wertheim KY, Gubala T, Kasztelnik M, Meizner J, Nowakowski P, Gilpérez S, Suárez A, Aznar M, Restante G, Neri E. Martí-Bonmatí L, et al. Among authors: jimenez pastor a. Eur Radiol Exp. 2020 Apr 3;4(1):22. doi: 10.1186/s41747-020-00150-9. Eur Radiol Exp. 2020. PMID: 32246291 Free PMC article.
Automated Whole-Liver MRI Segmentation to Assess Steatosis and Iron Quantification in Chronic Liver Disease.
Martí-Aguado D, Jiménez-Pastor A, Alberich-Bayarri Á, Rodríguez-Ortega A, Alfaro-Cervello C, Mestre-Alagarda C, Bauza M, Gallén-Peris A, Valero-Pérez E, Ballester MP, Gimeno-Torres M, Pérez-Girbés A, Benlloch S, Pérez-Rojas J, Puglia V, Ferrández A, Aguilera V, Escudero-García D, Serra MA, Martí-Bonmatí L. Martí-Aguado D, et al. Among authors: jimenez pastor a. Radiology. 2022 Feb;302(2):345-354. doi: 10.1148/radiol.2021211027. Epub 2021 Nov 16. Radiology. 2022. PMID: 34783592
Automated prostate multi-regional segmentation in magnetic resonance using fully convolutional neural networks.
Jimenez-Pastor A, Lopez-Gonzalez R, Fos-Guarinos B, Garcia-Castro F, Wittenberg M, Torregrosa-Andrés A, Marti-Bonmati L, Garcia-Fontes M, Duarte P, Gambini JP, Bittencourt LK, Kitamura FC, Venugopal VK, Mahajan V, Ros P, Soria-Olivas E, Alberich-Bayarri A. Jimenez-Pastor A, et al. Eur Radiol. 2023 Jul;33(7):5087-5096. doi: 10.1007/s00330-023-09410-9. Epub 2023 Jan 24. Eur Radiol. 2023. PMID: 36690774
Independent Validation of a Deep Learning nnU-Net Tool for Neuroblastoma Detection and Segmentation in MR Images.
Veiga-Canuto D, Cerdà-Alberich L, Jiménez-Pastor A, Carot Sierra JM, Gomis-Maya A, Sangüesa-Nebot C, Fernández-Patón M, Martínez de Las Heras B, Taschner-Mandl S, Düster V, Pötschger U, Simon T, Neri E, Alberich-Bayarri Á, Cañete A, Hero B, Ladenstein R, Martí-Bonmatí L. Veiga-Canuto D, et al. Among authors: jimenez pastor a. Cancers (Basel). 2023 Mar 6;15(5):1622. doi: 10.3390/cancers15051622. Cancers (Basel). 2023. PMID: 36900410 Free PMC article.
Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects.
Kondylakis H, Kalokyri V, Sfakianakis S, Marias K, Tsiknakis M, Jimenez-Pastor A, Camacho-Ramos E, Blanquer I, Segrelles JD, López-Huguet S, Barelle C, Kogut-Czarkowska M, Tsakou G, Siopis N, Sakellariou Z, Bizopoulos P, Drossou V, Lalas A, Votis K, Mallol P, Marti-Bonmati L, Alberich LC, Seymour K, Boucher S, Ciarrocchi E, Fromont L, Rambla J, Harms A, Gutierrez A, Starmans MPA, Prior F, Gelpi JL, Lekadir K. Kondylakis H, et al. Among authors: jimenez pastor a. Eur Radiol Exp. 2023 May 8;7(1):20. doi: 10.1186/s41747-023-00336-x. Eur Radiol Exp. 2023. PMID: 37150779 Free PMC article. Review.
Pancreatic steatosis and iron overload increases cardiovascular risk in non-alcoholic fatty liver disease.
Marti-Aguado D, Ten-Esteve A, Baracaldo-Silva CM, Crespo A, Coello E, Merino-Murgui V, Fernandez-Paton M, Alfaro-Cervello C, Sánchez-Martín A, Bauza M, Jimenez-Pastor A, Perez-Girbes A, Benlloch S, Pérez-Rojas J, Puglia V, Ferrández A, Aguilera V, Latorre M, Monton C, Escudero-García D, Bosch-Roig I, Alberich-Bayarri Á, Marti-Bonmati L. Marti-Aguado D, et al. Among authors: jimenez pastor a. Front Endocrinol (Lausanne). 2023 Aug 3;14:1213441. doi: 10.3389/fendo.2023.1213441. eCollection 2023. Front Endocrinol (Lausanne). 2023. PMID: 37600695 Free PMC article.
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