| PRIMAGE project: predictive in silico multiscale analytics to support childhood cancer personalised evaluation empowered by imaging biomarkers L Martí-Bonmatí, Á Alberich-Bayarri, R Ladenstein, I Blanquer, ... European radiology experimental 4, 1-11, 2020 | 68 | 2020 |
| Radiomics and radiogenomics in head and neck squamous cell carcinoma: Potential contribution to patient management and challenges G Bruixola, E Remacha, A Jiménez-Pastor, D Dualde, A Viala, JV Montón, ... Cancer Treatment Reviews 99, 102263, 2021 | 45 | 2021 |
| Automated whole-liver MRI segmentation to assess steatosis and iron quantification in chronic liver disease D Martí-Aguado, A Jiménez-Pastor, Á Alberich-Bayarri, ... Radiology 302 (2), 345-354, 2022 | 43 | 2022 |
| Data infrastructures for AI in medical imaging: a report on the experiences of five EU projects H Kondylakis, V Kalokyri, S Sfakianakis, K Marias, M Tsiknakis, ... European radiology experimental 7 (1), 20, 2023 | 38 | 2023 |
| Precise whole liver automatic segmentation and quantification of PDFF and R2* on MR images A Jimenez-Pastor, A Alberich-Bayarri, R Lopez-Gonzalez, ... European radiology 31, 7876-7887, 2021 | 25 | 2021 |
| The aging imageomics study: rationale, design and baseline characteristics of the study population J Puig, C Biarnes, S Pedraza, JC Vilanova, R Pamplona, ... Mechanisms of ageing and development 189, 111257, 2020 | 24 | 2020 |
| Machine learning models and multiparametric magnetic resonance imaging for the prediction of pathologic response to neoadjuvant chemotherapy in breast cancer C Herrero Vicent, X Tudela, P Moreno Ruiz, V Pedralva, A Jiménez Pastor, ... Cancers 14 (14), 3508, 2022 | 19 | 2022 |
| Federated and secure cloud services for building medical image classifiers on an intercontinental infrastructure I Blanquer, F Brasileiro, A Brito, A Calatrava, A Carvalho, C Fetzer, ... Future Generation Computer Systems 110, 119-134, 2020 | 19 | 2020 |
| The role of AI in clinical trials I Mayorga-Ruiz, A Jiménez-Pastor, B Fos-Guarinos, R López-González, ... Artificial Intelligence in Medical Imaging: Opportunities, applications and …, 2019 | 19 | 2019 |
| Automated vertebrae localization and identification by decision forests and image-based refinement on real-world CT data A Jimenez-Pastor, A Alberich-Bayarri, B Fos-Guarinos, F Garcia-Castro, ... La radiologia medica 125 (1), 48-56, 2020 | 16 | 2020 |
| Automated prostate multi-regional segmentation in magnetic resonance using fully convolutional neural networks A Jimenez-Pastor, R Lopez-Gonzalez, B Fos-Guarinos, F Garcia-Castro, ... European Radiology 33 (7), 5087-5096, 2023 | 13 | 2023 |
| Independent validation of a deep learning nnU-Net tool for neuroblastoma detection and segmentation in MR images D Veiga-Canuto, L Cerdà-Alberich, A Jiménez-Pastor, JM Carot Sierra, ... Cancers 15 (5), 1622, 2023 | 10 | 2023 |
| A deep learning-based application for COVID-19 diagnosis on CT: The Imaging COVID-19 AI initiative L Topff, J Sánchez-García, R López-González, AJ Pastor, JJ Visser, ... Plos one 18 (5), e0285121, 2023 | 8 | 2023 |
| How to develop artificial intelligence applications A Alberich-Bayarri, AJ Pastor, RL González, FG Castro Artificial intelligence in medical imaging: opportunities, applications and …, 2019 | 8 | 2019 |
| Macrovascular networks on contrast-enhanced magnetic resonance imaging improves survival prediction in newly diagnosed glioblastoma J Puig, C Biarnés, P Daunis-i-Estadella, G Blasco, A Gimeno, M Essig, ... Cancers 11 (1), 84, 2019 | 7 | 2019 |
| Development and validation of an image biomarker to identify metabolic dysfunction associated steatohepatitis: MR–MASH score D Marti‐Aguado, J Arnouk, JX Liang, C Lara‐Romero, J Behari, A Furlan, ... Liver International 44 (1), 202-213, 2024 | 6 | 2024 |
| Automatic localization and identification of vertebrae in spine CT scans by combining Deep Learning with morphological image processing techniques A Jiménez-Pastor European Congress of Radiology (ECR), 2018 | 5 | 2018 |
| Imaging biomarkers and radiomics in pediatric oncology: a view from the PRIMAGE (PRedictive In silico Multiscale Analytics to support cancer personalized diaGnosis and … D Veiga-Canuto, L Cerdá Alberich, M Fernández-Patón, ... Pediatric Radiology 54 (4), 562-570, 2024 | 3 | 2024 |
| Documenting the de-identification process of clinical and imaging data for AI for health imaging projects H Kondylakis, R Catalan, SM Alabart, C Barelle, P Bizopoulos, ... Insights into Imaging 15 (1), 130, 2024 | 2 | 2024 |
| Pancreatic steatosis and iron overload increases cardiovascular risk in non-alcoholic fatty liver disease D Marti-Aguado, A Ten-Esteve, CM Baracaldo-Silva, A Crespo, E Coello, ... Frontiers in Endocrinology 14, 1213441, 2023 | 2 | 2023 |
