Medical Imaging

Main lines of research

Determinació de panel de biomarcadors associats al envelliment saludable en estudis poblacions,
Validació de la utilitat predictiva de risc cardiovascular de biomarcadors d´imatge en estudis poblacionals.
Validació d´algoritmes d'intel·ligència artificial en la valoració de risc cardiovascular de biomarcadors d´imatge en estudis poblacionals.
Determinació del model de seguiment de troballes incidentals oncològiques en estudis poblacions,
Validació de la utilitat predictiva de biomarcadors d´imatge en pacients amb infart cerebral.
Validació de la utilitat predictiva de biomarcadors d´imatge en pacients amb hematoma cerebral.
Validació de la utilitat predictiva de biomarcadors d´imatge en pacients amb tumors cerebrals.
Validació de la utilitat predictiva de biomarcadors d´imatge en pacients amb obesitat.
Validació de la utilitat predictiva de biomarcadors d´imatge en pacients amb Esclerosis Múltiple.
Validació de la utilitat diagnòstic d´algoritmes d'intel·ligència artificial en la interpretació de RX de Tòrax.

Strategic objectives

Validació de biomarcadors d’imatge

Publications

Cerebrovascular Pathology , Medical Imaging

Puig J, Werner M, Dolz G, Pascagaza A, Daunis-I-Estadella P, Comas-Cufí M, González E, Fondevila J, Vega P, Murias E, Romero V, Martínez C, Aparici-Robles F, Morales-Caba L, Remollo S, Rodríguez-Caamaño I, Pérez-García C, Rosati S, Bashir S, Vielba-Gomez I, Aixut S, Paipa AJ, Martínez-Fernández J, Aguilar Y, Fandiño E, Barbieri G, García-Villalba B, Cuba V, Castaño M, Blasco J

Distal Access Catheter Improves Balloon Guide and Stent Retriever Thrombectomy Outcomes in Nonagenarians.

JOURNAL OF NEUROIMAGING, 2025, 35 dx.doi.org/10.1111/jon.70012

Nutrition, Eumetabolism and Health , Neurodegeneration and Neuroinflammation , Medical Imaging , Integrative Systems Medicine and Biology , Research in Vascular Health

Fumagalli, A, Castells-Nobau, A, Trivedi, D, Garre-Olmo, J, Puig, J, Ramos, R, Ramió-Torrentà, L, Pérez-Brocal, V, Moya, A, Swann, J, Martin-Garcia, E, Maldonado, R, Fernández-Real, JM, Mayneris-Perxachs, J

Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism

Gut Microbes, 2025, 17, 2455506-2455506 dx.doi.org/10.1080/19490976.2025.2455506

Precision Oncology in Girona , Cardiovascular Genetics , Medical Imaging

Sabaté-Ortega, J, Teixidor-Vilà, E, Sais, E, Hernandez-Martínez, A, Montañés-Ferrer, C, Coma, N, Polonio-Alcalá, E, Pineda, V, Bosch-Barrera, J

Cardiovascular toxicity induced by immunotherapy in non-small cell lung cancer: a systematic review and meta-analysis of observational studies

Frontiers in oncology, 2025, 15 dx.doi.org/10.3389/fonc.2025.1528950

Medical Imaging

Xiberta P, Vila M, Ruiz M, Julià I Juanola A, Puig J, Vilanova JC, Boada I

A rule-based method to automatically locate lumbar vertebral bodies on MRI images.

COMPUTERS IN BIOLOGY AND MEDICINE, 2025, 192, 110032-110032 dx.doi.org/10.1016/j.compbiomed.2025.110032

Radiation Oncology and Medical Physics of Girona , Medical Imaging

Romera-Martínez I, Cancio IO, Buxó M, Martínez J, Fuentes-Raspall R, Urién AE, Vilanova JC

Heart substructure exposure during left breast cancer radiotherapy: a dosimetric comparison between hybrid VMAT and 3DCRT in free breathing and deep inspiration breath hold (DIBH).

CLINICAL & TRANSLATIONAL ONCOLOGY, 2025 dx.doi.org/10.1007/s12094-025-03943-9

Medical Imaging

García-Figueiras R, Baleato-González S, Luna A, Padhani AR, Vilanova JC, Carballo-Castro AM, Oleaga-Zufiria L, Vallejo-Casas JA, Marhuenda A, Gómez-Caamaño A

How Imaging Advances Are Defining the Future of Precision Radiation Therapy.

RADIOGRAPHICS, 2024, 44, 230152-230152 dx.doi.org/10.1148/rg.230152

Neurodegeneration and Neuroinflammation , Medical Imaging

Gich J, Salavedra-Pont J, Coll-Martinez C, Quintana E, Álvarez-Bravo G, Robles-Cedeño R, Buxó M, Contreras-Rodriguez O, Ramió-Torrentà L

The nature of memory impairment in multiple sclerosis: understanding different patterns over the course of the disease

Frontiers in Psychology, 2024, 14, 1269794-1269794 dx.doi.org/10.3389/fpsyg.2023.1269794

Nutrition, Eumetabolism and Health , Neurodegeneration and Neuroinflammation , Medical Imaging , Research in Vascular Health , Integrative Systems Medicine and Biology

Rosell-Díaz M, Santos-González E, Motger-Albertí A, Gallardo-Nuell L, Arnoriaga-Rodríguez M, Coll-Martínez C, Ramió-Torrentà L, Garre-Olmo J, Puig J, Ramos R, Mayneris-Perxachs J, Manuel Fernández-Real J

Lower serum ferritin levels are associated with worse cognitive performance in aging

JOURNAL OF NUTRITION HEALTH & AGING, 2024, 28, 100190-100190 dx.doi.org/10.1016/j.jnha.2024.100190

Medical Imaging , Nutrition, Eumetabolism and Health , Neurodegeneration and Neuroinflammation

Motger-Albertí A, de la Calle E, Giménez M, Blasco G, Biarnés C, Arnoriaga-Rodríguez M, Puig J, Coll-Martínez C, Contreras-Rodríguez O, Fernández-Real JM

Increased brain fractional perfusion in obesity using intravoxel incoherent motion (IVIM) MRI metrics

Obesity, 2024, 32, 756-767 dx.doi.org/10.1002/oby.24001

Medical Imaging

Montoya-del-Angel, R, Sam-Millan, K, Vilanova, JC, Martí, R

<i>MAM-E</i>: Mammographic Synthetic Image Generation with Diffusion Models

SENSORS, 2024, 24 dx.doi.org/10.3390/s24072076

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Competitive projects

Medical Imaging

Tomografía computarizada photon counting (TC photon counting), TC de baja radiación y alta resolución

Codi oficial: EQC2024-008973-P Start date:01/01/2024 Data fi: 30/06/2026 Investigador/a principal: VICTOR PINEDA SANCHEZ Organisme finançador: MINISTERIO DE ECONOMIA E INNOVACION

Medical Imaging

Ayuda de personal Miquel Servet

Codi oficial: CP20/00165 Start date:01/01/2021 Data fi: 31/12/2025 Investigador/a principal: OREN CONTRERAS RODRIGUEZ, SALVADOR PEDRAZA GUTIÉRREZ Organisme finançador: INSTITUTO DE SALUD CARLOS III

Transfer

Clinical Guidelines

ICO-ICS PRAXIS. Para el tratamiento médico y con irradiación de cancer colorrectal. Marga Osorio. 2020 junio.

ICO-ICS PRAXIS. Para el tratamiento de la mielofibrosis. Montserrat Negre. 2020 abril.

Patents

Ana María Jiménez, Eduardo Camacho, Fabio Garcia, Ángel Alberich, Josep Puig, Carles Biarnés, Lluís Martí, Salvador Pedraza

METHOD AND SYSTEM FOR THE AUTOMATIC SEGMENTATION OF WHITE MATTER HYPERINTENSITIES IN BRAIN MAGNETIC RESONANCE IMAGES

Número de publicació: WO2021058843

Data de publicació: 2021-04-01

Job offers

Distal Access Catheter Improves Balloon Guide and Stent Retriever Thrombectomy Outcomes in Nonagenarians.

Archaea methanogens are associated with cognitive performance through the shaping of gut microbiota, butyrate and histidine metabolism

Cardiovascular toxicity induced by immunotherapy in non-small cell lung cancer: a systematic review and meta-analysis of observational studies

A rule-based method to automatically locate lumbar vertebral bodies on MRI images.

Heart substructure exposure during left breast cancer radiotherapy: a dosimetric comparison between hybrid VMAT and 3DCRT in free breathing and deep inspiration breath hold (DIBH).

How Imaging Advances Are Defining the Future of Precision Radiation Therapy.

The nature of memory impairment in multiple sclerosis: understanding different patterns over the course of the disease

Lower serum ferritin levels are associated with worse cognitive performance in aging

Increased brain fractional perfusion in obesity using intravoxel incoherent motion (IVIM) MRI metrics

<i>MAM-E</i>: Mammographic Synthetic Image Generation with Diffusion Models

Clinical Guidelines

Patents

Team

Group leader - R4

Established researchers - R3

Predoctorals researchers – R1

Collaborators

Research technicians

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