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Grup de recerca en Oftalmologia – RETIPROGRAM

NUTRICIÓ I METABOLISME
http://deim.urv.cat/~rivi/
OBJECTIUS

El grup de recerca en oftalmologia està focalitzat en dues àrees en concret: la investigació de malalties de la retina d’alta prevalença (retinopatia diabètica, degeneració macular associada a l’edat, miopia i oclusions vasculars) centrant la seva activitat en aconseguir elaborar sistemes d’ajuda a la diagnosi clínica per a aquestes malalties i, alhora, desenvolupar sistemes de lectura automàtica en les mateixes.

RESPONSABLES

  • Pere Romero Aroca

  • Domènec Puig Savi 

  • Línies
  • Membres del grup
  • Projectes
  • Membres del grup+
  • Transferència
  • Publicacions
  • Publicacions+
  • Contacte

Malalties de la retina com la retinopatia diabètica, la seva epidemiologia, diagnosi precoç, telemedicina, intel·ligència artificial, sistemes d’ajut a la diagnosi CDDSs i sistema de lectura automàtica de la retina o DLA.
Estudi de la inflamació en patologia ocular, centrant l’estudi en l’efecte de les paraxonasses.

  • Title: Pi21/00064 mejora del sistema de ayuda al diagnostico para predecir el grado de retinopatia y en caso de retinopatia leve predecir a evolucion a fases mas avanzadas

    Funding entity: INSTITUTO CARLOS III

    Duration: 2022-2027

    Principal Investigator: ROMERO AROCA, PERE

    Investigators: , MSI COMPUTER EUROPE B.V; AL-ZIYADI , NAJLAA MAAROOF WAHIB; BAGET BERNALDIZ, MARC; MORENO RIBAS, ANTONIO; SERRA MAQUEDA, AIDA; VALLS MATEU, AIDA

  • Title: Upi- eit health : diabetic retinopathy risk assessment using image-based deep-learning and clincial variables

    Funding entity: EIT HEALTH E.V.

    Duration: 2022-2026

    Principal Investigator: ROMERO AROCA, PERE

    Investigators: , DIAZ GOMEZ, JOANA; , MARTI ROIG, ALBA; ALBERICH ANGULO, MARTA; BAGET BERNALDIZ, MARC; BAUTISTA PÉREZ, ANGEL; CRISTIANO RODRIGUEZ, JULIAN EFREN; ESTRADERA PLATARD DE QUENIN, SERGI; GARCIA CURTO, EUGENI; GARCIA CURTO, EUGENI; GASSOL HERAS, EVA; LATORRE, ALEX; LLAGOSTERA SERRA, MONICA; MEGIA COLET, ANA; MORENO RIBAS, ANTONIO; MORENTE LORENZO, CRISTIAN; NAVARRO GIL, RAUL; PASCUAL FONTANILLES, JORDI; PASCUAL FONTANILLES, JORDI; PUIG VALLS, DOMÈNEC SAVI; SANTOS BLANCO,ESTER; SANZ SANCHEZ, FLAVIA; SOLÉ FORTEZA, EDUARD; VALLS MATEU, AÏDA; VECINO ARDEVOL, JORDI; VENDRELL ORTEGA, JOAN J.; VIZCARRO JAIME, MONTSERRAT

  • Title: 2021 sgr 00209 grup de recerca consolidat (grc) opcio reconeixement sense finançament urv-iispv

    Funding entity: AGENCIA DE GESTIO D’AJUTS UNIVERSITARIS I DE RECERCA

    Duration: 2022-2027

    Principal Investigator: ROMERO AROCA, PERE

    Investigators: BAGET BERNALDIZ, MARC; FILLOY RIUS, ALEJANDRO; MARTÍN AVIÀ, JORDI; MÉNDEZ MARÍN, MARIA ISABEL; NAVARRO GIL, RAUL; SANTOS BLANCO, MARIA ESTHER

Colaborador: Marc Baget Bernáldiz (id: 110631), María Isabel Méndez Marín (id: 111002), Raquel Verges Puig (id: 111672)

Investigador: Alejandro Filloy Rius (id: 110246), Jordi Martín Avià (id: 110361), Raúl Navarro Gil (id: 110411), Pedro Romero Aroca (id: 111152), Jordi Colomé Campos (id: 110740), María Esther Santos Blanco (id: 111197), Eduard Solé Forteza (id: 110530), Eugeni García Curto (id: 111394)

Sense rol: Elisabet Galve Aixa (id: 110257)

  • Títol: RETRIPROGRAM
    Registre: i-DEPOT 069047
    Autors: Romero Aroca, Pere; Segarra Alamo, Ramón; Valls Mateu, Aïda; Moreno Villanueva, Antonio; Baget Bernalidiz, Marc; de la Riva Fernàndez, Sofia; Basora Gallissa, Josep

  • Títol: RetiRisk-Calc: An online risk calculator for Diabetic Retinopath
    Registre: Idepot: 116715
    Autors: Romero Aroca, Pere; Navarro Gil, Raúl; Baget Bernaldiz, Marc; Moreno Ribas, Antonio; Valls Mateu, Aïda; Saleh Ali Ali, Emran; Ruiz Botella, Manuel

  • Títol: Software MIRA – An online risk calculator for Diabetic Retinopath — images
    Registre: 2007104712196 Safe Creative
    Autors: Valls Mateu, Aïda; Puig Valls, Domènec; Moreno Ribas; Antonio; Hamood Abdullah Jabreel, Mohammed; Efrén Cristiano Rodríguez, Julián Efrén; Romero Aroca, Pere; Beiget Bernaldiz, Marc; Navarro Gil, Raúl; Bautista Pérez, Angel; Verges Puig, Raquel

  • Titol: Software Retiprogram
    Registre: 2007144741712 Safe Creative
    Autors: Valls Mateu, Aïda; Puig Valls, Domènec; Moreno Ribas; Antonio; Saleh Ali Ali, Emran; Najlaa Maarof Alziady; Romero Aroca, Pere; Beiget Bernaldiz, Marc; Navarro Gil, Raúl; Bautista Pérez, Angel; Verges Puig, Raquel

    Año

    A Clinical Decision Support System for DiabeticRetinopathy Screening: Creating a Clinical Support Application

    Romero-Aroca P, Valls A, Moreno A, Sagarra-Alamo R, Basora-Gallisa J, Saleh E, Baget-Bernaldiz M, Puig D

    Telemed J EHealth. 2019 Jan;25(1):31-40

    DOI: 10.1089/tmj.2017.0282

    Validation of a Deep Learning Algorithm for DiabeticRetinopathy

    Romero-Aroca P, Verges-Puig R, de la Torre J, Valls A, Relaño-Barambio N,Puig D, Baget-Bernaldiz M

    Telemed J E Health. 2019 Nov 4

    DOI: 10.1089/tmj.2019.0137

    Analysis of the location of retinal lesions in central retinographies ofpatients with Type 2 diabetes

    Munuera-Gifre E, Saez M, Juvinyà-Canals D, Rodríguez-Poncelas A,Barrot-de-la-Puente JF, Franch-Nadal J, Romero-Aroca P, Barceló MA, Coll-de-TueroG

    Acta Ophthalmol, 2019 Aug 30

    DOI: 10.1111/aos.14223

    Analysis of the location of retinal lesions in central retinographies of patients with Type 2 diabetes

    Munuera-Gifre E, Saez M, Juvinyà-Canals D, Rodríguez-Poncelas A, Barrot-de-la-Puente JF, Franch-Nadal J, Romero-Aroca P, Barceló MA, Coll-de-Tuero G.
    Acta Ophthalmol. 2020 Feb;98(1):e13-e21.
    DOI: 10.1111/aos.14223

    Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection

    Escorcia-Gutierrez J, Torrents-Barrena J, Gamarra M, Romero-Aroca P, Valls A, Puig D.
    Comput Biol Med. 2020 Dec;127:104049.
    DOI: 10.1016/j.compbiomed.2020.104049

    Validation of a Deep Learning Algorithm for Diabetic Retinopathy

    Romero-Aroca P, Verges-Puig R, de la Torre J, Valls A, Relaño-Barambio N, Puig D, Baget-Bernaldiz M.
    Telemed J E Health. 2020 Aug;26(8):1001-1009.
    DOI: 10.1089/tmj.2019.0137

    Año

    DDFU-Net: A Deep Decoder-Focused U-Net Model for Retinal Lesion Segmentation.

    Herrero-Tudela M, Romero-Oraá R, Gutiérrez-Tobal GC, Hornero R, López MI, Romero-Aroca P, García M. ANNALS OF BIOMEDICAL ENGINEERING. PMID: 41817814. doi: 10.1007/s10439-026-04032-w

    An Ensemble Model for Fundus Images to Aid in Age-Related Macular Degeneration Grading

    Romero-Oraá, R, Herrero-Tudela, M, López, MI, Hornero, R, Romero-Aroca, P, García, M. 20/10/2025. Diagnostics. 15. PMID: 41153316. doi: 10.3390/diagnostics15202644

    Explainable Artificial Intelligence for Early Detection and Diagnosis of Age-Related Macular Degeneration.

    Herrero-Tudela M, Romero-Oraa R, Hornero R, Gutierrez-Tobal GC, Lopez MI, Romero-Aroca P, Garcia M. 01/07/2025. Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2025. PMID: 41335743. doi: 10.1109/EMBC58623.2025.11254905

    Automatic grading of age-related macular degeneration by adapting a foundation model for fundus images

    Oraá, RR, Tudela, MH, Hornero, R, López-Gálvez, M, Romero-Aroca, P, Garcia, M. 01/06/2025. Investigative Ophthalmology & Visual Science. 66

    An interpretable deep learning framework for enhanced clinical assessment of age-related macular degeneration

    Tudela, MH, Romero-Oraá, R, Gutiérrez-Tobal, GC, Hornero, R, Romero-Aroca, P, López, MI, García, M. 01/06/2025. Investigative Ophthalmology & Visual Science. 66

    Incidence of Diabetic Retinopathy in Individuals with Type 2 Diabetes: A Study Using Real-World Data

    Hernández-Teixidó, C, de la Puente, JB, Jiménez, SM, Fernández-Camins, B, Mauricio, D, Aroca, PR, Vlacho, B, Franch-Nadal, J. 01/12/2024. Journal of clinical medicine. 13. PMID: 39685542. doi: 10.3390/jcm13237083

    Two Handheld Retinograph Devices Evaluated by Ophthalmologists and an Artificial Intelligence Algorithm

    Romero-Aroca, P, Fontoba-Poveda, B, Garcia-Curto, E, Valls, A, Cristiano, J, Llagostera-Serra, M, Morente-Lorenzo, C, Mendez-Marín, I, Baget-Bernaldiz, M. 01/11/2024. Journal of clinical medicine. 13. PMID: 39598078. doi: 10.3390/jcm13226935

    Multivariate data binning and examples generation to build a Diabetic Retinopathy classifier based on temporal clinical and analytical risk factors

    Pascual-Fontanilles, J, Valls, A, Romero-Aroca, P. 27/09/2024. KNOWLEDGE-BASED SYSTEMS. 300. doi: 10.1016/j.knosys.2024.112154

    Artificial Intelligence-Based Screening System for Diabetic Retinopathy in Primary Care

    Baget-Bernaldiz, M, Fontoba-Poveda, B, Romero-Aroca, P, Navarro-Gil, R, Hernando-Comerma, A, Bautista-Perez, A, Llagostera-Serra, M, Morente-Lorenzo, C, Vizcarro, M, Mira-Puerto, A. 01/09/2024. Diagnostics. 14. PMID: 39272776. doi: 10.3390/diagnostics14171992

    Evaluation of Postoperative Pain When Adding a Tibial Nerve Block to the Femoral Nerve Block for Total Knee Arthroplasty

    Mira-Puerto, A, Romero-Aroca, P, Rodríguez-Gangoso, A, Jorge, AFD, Duart-Oltra, M, Sala-Francino, P, Martínez-Segovia, MC, Baget-Bernaldiz, M. 01/08/2024. Journal of clinical medicine. 13. PMID: 39124654. doi: 10.3390/jcm13154387

    Comment on "Hyperplasia of the retinal pigment epithelium secondary to subthreshold laser treatment in chronic central serous chorioretinopathy."

    Chhablani, J, Filloy, A, Chong, V, Wu, L, Fong, K. 01/08/2024. Photodiagnosis And Photodynamic Therapy. 48. PMID: 38759862. doi: 10.1016/j.pdpdt.2024.104217

    Distribution of Microaneurysms and Hemorrhages in Accordance with the Grading of Diabetic Retinopathy in Type Diabetes Patients

    Romero-Aroca, P, Garcia-Curto, E, Pascual-Fontanilles, J, Valls, A, Moreno, A, Baget-Bernaldiz, M. 01/07/2024. Diagnostics. 14. PMID: 39061684. doi: 10.3390/diagnostics14141547

    Referable Diabetic Retinopathy Prediction Algorithm Applied to a Population of 120,389 Type 2 Diabetics over 11 Years Follow-Up

    Romero-Aroca, P, Verges, R, Pascual-Fontanilles, J, Valls, A, Franch-Nadal, J, Mundet, X, Moreno, A, Basora, J, Garcia-Curto, E, Baget-Bernaldiz, M. 01/04/2024. Diagnostics. 14. PMID: 38667478. doi: 10.3390/diagnostics14080833

    FGR-Net: Interpretable fundus image gradeability classification based on deep reconstruction learning

    Khalid, S, Rashwan, HA, Abdulwahab, S, Abdel-Nasser, M, Quiroga, FM, Puig, D. 15/03/2024. Expert Systems With Applications. 238. doi: 10.1016/j.eswa.2023.121644

    Deep learning-based survival prediction of brain tumor patients using attention-guided 3D convolutional neural network with radiomics approach from multimodality magnetic resonance imaging

    Mazher, M, Qayyum, A, Puig, D, Abdel-Nasser, M. 01/01/2024. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY. 34. doi: 10.1002/ima.23010

    Fuzzy Logic-Based Variable Encoding for Improved Diabetic Retinopathy Prediction

    Pascual-Fontanilles, J, Valls, A, Moreno, A, Romero-Aroca, P. 01/01/2024. Artificial Intelligence Research And Development. 390. doi: 10.3233/FAIA240414

    Designing an adaptive cost function for dynamic human pose predictions

    Yadav, GK, Puig, D, Nandi, GC. 11/12/2023. Multimedia Tools And Applications. doi: 10.1007/s11042-023-17736-1

    LezioSeg: Multi-Scale Attention Affine-Based CNN for Segmenting Diabetic Retinopathy Lesions in Images

    Ali, MYS, Jabreel, M, Valls, A, Baget, M, Abdel-Nasser, M, Wu, HB, Wang, AL, Iwahori, Y. 01/12/2023. Electronics. 12. doi: 10.3390/electronics12244940

    Detecting Breast Tumors in Tomosynthesis Images Utilizing Deep Learning-Based Dynamic Ensemble Approach

    Hassan, L, Saleh, A, Singh, VK, Puig, D, Abdel-Nasser, M. 01/11/2023. Computers. 12. doi: 10.3390/computers12110220

    Effect of Lipids on Diabetic Retinopathy in a Large Cohort of Diabetic Patients after 10 Years of Follow-Up

    Romero-Aroca, P, Verges, R, Pascual-Fontanilles, J, Valls, A, Franch, J, Barrot, J, Mundet, X, La Torre, A, Moreno, A, Sagarra, R, Basora, J, Garcia-Curto, E, Baget-Bernaldiz, M. 01/10/2023. Journal of clinical medicine. 12. PMID: 37892811. doi: 10.3390/jcm12206674

    Reply to Fernandez-Vigo et al. Comment on "Torrellas et al. Effectiveness, Safety and Choroidal Changes of a Fovea-Sparing Technique for the Treatment of Chronic Central Serous Chorioretinopathy with Yellow Subthreshold Laser. J. Clin. Med. 2023, 12, 1127".

    Torrellas B, Filloy A, Wu L, Chhablani J, Romero-Aroca P. 22/08/2023. Journal of clinical medicine. 12. PMID: 37685507. doi: 10.3390/jcm12175440

    Fetal brain tissue annotation and segmentation challenge results

    Payette, K, Li, HB, de Dumest, P, Licandro, R, Ji, H, Siddiquee, MMR, Xu, DG, Myronenko, A, Liu, H, Pei, YC, Wang, LS, Peng, Y, Xie, JY, Zhang, HQ, Dong, GM, Fu, H, Wang, GT, Rieu, Z, Kim, D, Kim, HG, Karimi, D, Gholipour, A, Torres, HR, Oliveira, B, Vilaca, JL, Lin, Y, Avisdris, N, Ben-Zvi, W, Ben Bashat, D, Fidon, L, Aertsen, M, Vercauteren, T, Sobotka, D, Langs, G, Alenya, M, Villanueva, MI, Camara, O, Fadida, BS, Joskowicz, L, Weibin, L, Yi, L, Xuesong, L, Mazher, M, Qayyum, A, Puig, D, Kebiri, H, Zhang, ZL, Xu, XY, Wu, D, Liao, KL, Wu, YX, Chen, JT, Xu, YZ, Zhao, L, Vasung, L, Menze, B, Cuadra, MB, Jakab, A. 01/08/2023. Medical Image Analysis. 88. PMID: 37267773. doi: 10.1016/j.media.2023.102833

    Implicit regularization of a deep augmented neural network model for human motion prediction

    Yadav, GK, Abdel-Nasser, M, Rashwan, HA, Puig, D, Nandi, GC. 01/07/2023. Applied Intelligence. 53. doi: 10.1007/s10489-022-04419-x

    Deep Learning Segmentation of the Right Ventricle in Cardiac MRI: The M&Ms Challenge

    Martín-Isla, C, Campello, VM, Izquierdo, C, Kushibar, K, Sendra-Balcells, C, Gkontra, P, Sojoudi, A, Fulton, MJ, Arega, TW, Punithakumar, K, Li, L, Sun, XW, Al Khalil, Y, Liu, D, Jabbar, S, Queirós, S, Galati, F, Mazher, M, Gao, ZY, Beetz, M, Tautz, L, Galazis, C, Varela, M, Hüllebrand, M, Grau, V, Zhuang, XH, Puig, D, Zuluaga, MA, Mohy-ud-Din, H, Metaxas, D, Breeuwer, M, van der Geest, RJ, Noga, M, Bricq, S, Rentschler, ME, Guala, A, Petersen, SE, Escalera, S, Palomares, JFR, Lekadir, K. 01/07/2023. IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS. 27. PMID: 37067963. doi: 10.1109/JBHI.2023.3267857

    Multi-Class Fuzzy-LORE: A Method for Extracting Local and Counterfactual Explanations Using Fuzzy Decision Trees

    Maaroof, N, Moreno, A, Valls, A, Jabreel, M, Romero-Aroca, P. 12/05/2023. Electronics. 12. doi: 10.3390/electronics12102215

    Risk Factors for Recurrent Vitreous Hemorrhage in Type 2 Diabetes Mellitus Patients after Posterior Vitrectomy

    Baget-Bernaldiz, M, Romero-Aroca, P, Mira-Puerto, A, Bautista-Perez, A, Roca-Borrut, I, Vizcarro, M, Navarro-Gil, R, Llagostera-Serra, M. 01/04/2023. Journal of clinical medicine. 12. PMID: 37109325. doi: 10.3390/jcm12082989

    Glaucoma Detection in Retinal Fundus Images Based on Deep Transfer Learning and Fuzzy Aggregation Operators

    Ali, MYS, Jabreel, M, Valls, A, Baget, M, Abdel-Nasser, M. 01/03/2023. International Journal On Artificial Intelligence Tools. 32. doi: 10.1142/S0218213023400018

    Deep Monocular Depth Estimation Based on Content and Contextual Features

    Abdulwahab, S, Rashwan, HA, Sharaf, N, Khalid, S, Puig, D. 01/03/2023. Sensors. 23. PMID: 36991629. doi: 10.3390/s23062919

    Effectiveness, Safety and Choroidal Changes of a Fovea-Sparing Technique for the Treatment of Chronic Central Serous Chorioretinopathy with Yellow Subthreshold Laser

    Torrellas, B, Filloy, A, Wu, L, Chhablani, J, Romero-Aroca, P. 01/02/2023. Journal of clinical medicine. 12. PMID: 36769775. doi: 10.3390/jcm12031127

    Grading Diabetic Retinopathy Using Transfer Learning-Based Convolutional Neural Networks

    Escorcia-Gutierrez, J, Cuello, J, Gamarra, M, Romero-Aroca, P, Caicedo, E, Valls, A, Puig, D. 01/01/2023. Computer Information Systems And Industrial Management, Cisim 2023. 14164. doi: 10.1007/978-3-031-42823-4_18

    Subthreshold laser therapy guidelines for retinal diseases COMMENT

    Chhablani, J, Ong, J, Rajendran, A, Zhang, XY, Parolini, B, Filloy, A, Wu, LH, Fong, K, Chong, VC, Roca, JA, Liu, XL, Fromow-Guerra, J, Kiire, C. 01/12/2022. Eye. 36. PMID: 35739241. doi: 10.1038/s41433-022-02136-w

    Effective Approaches to Fetal Brain Segmentation in MRI and Gestational Age Estimation by Utilizing a Multiview Deep Inception Residual Network and Radiomics

    Mazher, M, Qayyum, A, Puig, D, Abdel-Nasser, M. 01/12/2022. Entropy. 24. PMID: 36554113. doi: 10.3390/e24121708

    Impact of the COVID-19 Pandemic on the Metabolic Control of Diabetic Patients in Diabetic Retinopathy and Its Screening

    Romero-Aroca, P, Baget-Bernaldiz, M, Sagarra, R, Hervás, E, Blasco, R, Molina, J, Moreno, EF, Garcia-Curto, E. 01/12/2022. Journal of clinical medicine. 11. PMID: 36498696. doi: 10.3390/jcm11237121

    Differences in Multifocal Electroretinogram Study in Two Populations of Type 1 and Type 2 Diabetes Mellitus Patients without Diabetic Retinopathy

    Romero-Aroca, P, Navarro-Gil, R, Benejam, G, Vizcarro, M, Baget-Bernaldiz, M. 01/10/2022. Journal of clinical medicine. 11. PMID: 36233694. doi: 10.3390/jcm11195824

    Continuous Dynamic Update of Fuzzy Random Forests

    Pascual-Fontanilles, J, Valls, A, Moreno, A, Romero-Aroca, P. 06/09/2022. International Journal of Computational Intelligence Systems. 15. doi: 10.1007/s44196-022-00134-0

    An Enhanced Scheme for Reducing the Complexity of Pointwise Convolutions in CNNs for Image Classification Based on Interleaved Grouped Filters without Divisibility Constraints

    Schuler, JPS, Romani Also, S, Puig, D, Rashwan, H, Abdel-Nasser, M. 01/09/2022. Entropy. 24. PMID: 36141151. doi: 10.3390/e24091264

    A New Deep Learning Algorithm with Activation Mapping for Diabetic Retinopathy: Backtesting after 10 Years of Tele-Ophthalmology

    Pareja-Ríos, A, Ceruso, S, Romero-Aroca, P, Bonaque-González, S. 01/09/2022. Journal of clinical medicine. 11. PMID: 36078875. doi: 10.3390/jcm11174945

    Ocular Complications of Diabetes and Therapeutic Approaches

    Romero-Aroca, P. 01/09/2022. Journal of clinical medicine. 11. PMID: 36079100. doi: 10.3390/jcm11175170

    Diabetic retinopathy as a predictor of cardiovascular morbidity and mortality in subjects with type 2 diabetes

    Barrot, J, Real, J, Vlacho, B, Romero-Aroca, P, Simo, R, Mauricio, D, Mata-Cases, M, Castelblanco, E, Mundet-Tuduri, X, Franch-Nadal, J. 16/08/2022. Frontiers In Medicine. 9. PMID: 36052329. doi: 10.3389/fmed.2022.945245

    Reliable Scene Recognition Approach for Mobile Robots with Limited Resources Based on Deep Learning and Neuro-Fuzzy Inference

    Singh, A, Pandey, P, Puig, D, Nandi, GC, Abdel-Nasser, M. 01/08/2022. Traitement Du Signal. 39. doi: 10.18280/ts.390418

    Monocular Depth Estimation Using Deep Learning: A Review

    Masoumian, A, Rashwan, HA, Cristiano, J, Asif, MS, Puig, D. 01/07/2022. Sensors. 22. PMID: 35891033. doi: 10.3390/s22145353

    Changes in the Epidemiology of Diabetic Retinopathy in Spain: A Systematic Review and Meta-Analysis

    Romero-Aroca, P, López-Galvez, M, Martinez-Brocca, MA, Pareja-Ríos, A, Artola, S, Franch-Nadal, J, Fernandez-Ballart, J, Andonegui, J, Baget-Bernaldiz, M. 01/07/2022. HEALTHCARE. 10. PMID: 35885844. doi: 10.3390/healthcare10071318

    Predicting Breast Tumor Malignancy Using Deep ConvNeXt Radiomics and Quality-Based Score Pooling in Ultrasound Sequences

    Hassanien, MA, Singh, VK, Puig, D, Abdel-Nasser, M. 01/05/2022. Diagnostics. 12. PMID: 35626208. doi: 10.3390/diagnostics12051053

    Real-world outcomes of a clinical decision support system for diabetic retinopathy in Spain

    Romero-Aroca, P, Verges, R, Maarof, N, Vallas-Mateu, A, Latorre, A, Moreno-Ribas, A, Sagarra-Alamo, R, Basora-Gallisa, J, Cristiano, J, Baget-Bernaldiz, M. 01/03/2022. Bmj Open Ophthalmology. 7. PMID: 35415265. doi: 10.1136/bmjophth-2022-000974

    Robust Yet Simple Deep Learning-Based Ensemble Approach for Assessing Diabetic Retinopathy in Fundus Images

    Khalid, S, Abdulwahab, S, Rashwan, HA, Abdel-Nasser, M, Sharaf, N, Puig, D, IEEE. 01/01/2022. 2022 5th International Conference On Multimedia, Signal Processing And Communication Technologies (impact). doi: 10.1109/IMPACT55510.2022.10029219

    Breast Ultrasound CAD System Based on Efficient Tumour Segmentation Network and Transfer-Learned Features

    Zaidkilani, N, Abdel-Nasser, M, Garcia, MA, Puig, D, IEEE. 01/01/2022. 2022 5th International Conference On Multimedia, Signal Processing And Communication Technologies (impact). doi: 10.1109/IMPACT55510.2022.10029203

    A Feature Selection Strategy to Optimize Retinal Vasculature Segmentation

    Escorcia-Gutierrez, J, Torrents-Barrena, J, Gamarra, M, Madera, N, Romero-Aroca, P, Valls, A, Puig, D. 01/01/2022. Cmc-Computers Materials & Continua. 70. doi: 10.32604/cmc.2022.020074

    Analysis of Pre-trained Convolutional Neural Network Models in Diabetic Retinopathy Detection Through Retinal Fundus Images

    Escorcia-Gutierrez, J, Cuello, J, Barraza, C, Gamarra, M, Romero-Aroca, P, Caicedo, E, Valls, A, Puig, D. 01/01/2022. Lecture Notes in Artificial Intelligence. 13293. doi: 10.1007/978-3-031-10539-5_15

    Exu-Eye: Retinal Exudates Segmentation based on Multi-Scale Modules and Gated Skip Connection

    Ali, MYS, Abdel-Nasser, M, Jabreel, M, Valls, A, Baget, M. 01/01/2022. 2022 5th International Conference On Multimedia, Signal Processing And Communication Technologies (impact). doi: 10.1109/IMPACT55510.2022.10029297

    Validation of an Algorithm for the Prediction of Diabetic Retinopathy in Type 1 Diabetic Patients in a Spanish Population

    Romero-Aroca, P, Baget-Bernaldiz, M, Navarro-Gil, R, Feliu, A, Maarof, N, Moreno, A, Cristiano, J, Valls, A. 01/01/2022. CLINICAL OPHTHALMOLOGY. 16. PMID: 35300029. doi: 10.2147/OPTH.S351790

    EDBNet: Efficient Dual-Decoder Boosted Network for Eye Retinal Exudates Segmentation

    Ali, MYS, Abdel-Nasser, M, Valls, A, Baget, M, Jabreel, M. 01/01/2022. Artificial Intelligence Research And Development. 356. doi: 10.3233/FAIA220352

    Testing a Deep Learning Algorithm for Detection of Diabetic Retinopathy in a Spanish Diabetic Population and with MESSIDOR Database

    Baget-Bernaldiz, M, Pedro, RA, Santos-Blanco, E, Navarro-Gil, R, Valls, A, Moreno, A, Rashwan, HA, Puig, D. 01/08/2021. Diagnostics. 11. PMID: 34441319. doi: 10.3390/diagnostics11081385

    A color fusion model based on Markowitz portfolio optimization for optic disc segmentation in retinal images

    Escorcia-Gutierrez, J, Torrents-Barrena, J, Gamarra, M, Romero-Aroca, P, Valls, A, Puig, D. 15/07/2021. Expert Systems With Applications. 174. doi: 10.1016/j.eswa.2021.114697

    Enterovirus-A71 Rhombencephalitis Outbreak in Catalonia: Characteristics, Management and Outcome

    Worner, N, Rodrigo-Garcia, R, Anton, A, Castellarnau, E, Delgado, I, Vazquez, E, Gonzalez, S, Mayol, L, Mendez, M, Sole, E, Rosal, J, Andres, C, Casquero, A, Lera, E, Sancosmed, M, Campins, M, Pumarola, T, Rodrigo, C. 01/07/2021. Pediatric Infectious Disease Journal. 40. PMID: 34097655. doi: 10.1097/INF.0000000000003114

    The Effect of HbA1c Variability as a Risk Measure for Microangiopathy in Type 1 Diabetes Mellitus

    Romero-Aroca, P, Navarro-Gil, R, Feliu, A, Valls, A, Moreno, A, Baget-Bernaldiz, M. 01/07/2021. Diagnostics. 11. PMID: 34202444. doi: 10.3390/diagnostics11071151

    Validation of a Diagnostic Support System for Diabetic Retinopathy Based on Clinical Parameters

    Romero-Aroca, P, Verges-Pujol, R, Santos-Blanco, E, Maarof, N, Valls, A, Mundet, X, Moreno, A, Galindo, L, Baget-Bernaldiz, M. 01/03/2021. Translational Vision Science & Technology. 10. PMID: 34003951. doi: 10.1167/tvst.10.3.17

    A Time-Distributed Convolutional Long Short-Term Memory for Hand Gesture Recognition

    Serj, MF, Asgari, M, Lavi, B, Valls, DP, Garcia, MA. 01/01/2021. Iranian Conference On Electrical Engineering. doi: 10.1109/ICEE52715.2021.9544445

    Iterative Update of a Random Forest Classifier for Diabetic Retinopathy

    Pascual-Fontanilles, J, Valls, A, Moreno, A, Romero-Aroca, P. 01/01/2021. Artificial Intelligence Research And Development. 339. doi: 10.3233/FAIA210136

    Segmenting the Optic Disc Using a Deep Learning Ensemble Model Based on OWA Operators

    Ali, MYS, Abdel-Nasser, M, Jabreel, M, Valls, A, Baget, M. 01/01/2021. Artificial Intelligence Research And Development. 339. doi: 10.3233/FAIA210149

    Convexity shape constraints for retinal blood vessel segmentation and foveal avascular zone detection.

    Escorcia-Gutierrez J, Torrents-Barrena J, Gamarra M, Romero-Aroca P, Valls A, Puig D. 01/12/2020. Computers In Biology And Medicine. 127. PMID: 33099218. doi: 10.1016/j.compbiomed.2020.104049

    Validation of a Deep Learning Algorithm for Diabetic Retinopathy.

    Romero-Aroca P, Verges-Puig R, de la Torre J, Valls A, Relaño-Barambio N, Puig D, Baget-Bernaldiz M. 01/08/2020. Telemedicine and e-Health. 26. PMID: 31682189. doi: 10.1089/tmj.2019.0137

    Subthreshold yellow laser for fovea-involving diabetic macular edema in a series of patients with good vision: effectiveness and safety of a fovea-sparing technique

    Filloy, A, Chong, V, Solé, E. 06/07/2020. Bmc Ophthalmology. 20. PMID: 32631268. doi: 10.1186/s12886-020-01536-4

    Deep learning algorithm validation for diabetic retinopathy lecture in a diabetes mellitus population

    Blanco, MES, Aroca, PR, Valls, A, Moreno, A, Verges, R, Relaño, N, Navarro, R, Baget, M, Sagarra, R, Vendrell, J, Basora, J. 01/07/2020. Investigative Ophthalmology & Visual Science. 61

    A Clinical Decision Support System (CDSS) for diabetic retinopathy screening. Creating a clinical support application

    Blanco, MES, Romero-Aroca, P, Pujol, RV, Valls, A, Saleh, E, Moreno, A, Basora, J, Sagarra, R. 01/06/2020. Investigative Ophthalmology & Visual Science. 61

    Analysis of the location of retinal lesions in central retinographies of patients with Type 2 diabetes.

    Munuera-Gifre E, Saez M, Juvinyà-Canals D, Rodríguez-Poncelas A, Barrot-de-la-Puente JF, Franch-Nadal J, Romero-Aroca P, Barceló MA, Coll-de-Tuero G. 01/02/2020. Acta Ophthalmologica. 98. PMID: 31469507. doi: 10.1111/aos.14223

    A Hierarchically ?-Decomposable Fuzzy Measure-Based Approach for Fuzzy Rules Aggregation

    Saleh, E, Valls, A, Moreno, A, Romero-Aroca, P, Bustince, H, Torra, V. 01/12/2019. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS. 27. doi: 10.1142/S0218488519400038

    A Clinical Decision Support System for Diabetic Retinopathy Screening: Creating a Clinical Support Application.

    Romero-Aroca P, Valls A, Moreno A, Sagarra-Alamo R, Basora-Gallisa J, Saleh E, Baget-Bernaldiz M, Puig D. 01/01/2019. Telemedicine and e-Health. 25. PMID: 29466097. doi: 10.1089/tmj.2017.0282

    Stakeholders Acceptance and Expectations of Robot-Assisted Therapy for Children with Autism Spectrum Disorder

    Oliver, J, Oliván, R, Shukla, J, Folch, A, Martínez-Leal, R, Castellà, M, Puig, D. 01/01/2019. Ieee Ro-Man. doi: 10.1109/ro-man46459.2019.8956419

    Design and implementation of a secure and trustworthy platform for privacy-aware video surveillance

    Martínez-Ballesté, A, Rashwan, H, Puig, D, Solanas, A. 01/06/2018. International Journal Of Information Security. 17. doi: 10.1007/s10207-017-0370-4

    Learning ensemble classifiers for diabetic retinopathy assessment.

    Saleh E, Blaszczynski J, Moreno A, Valls A, Romero-Aroca P, de la Riva-Fernández S, Slowinski R. 01/04/2018. Artificial Intelligence in Medicine. 85. PMID: 28993124. doi: 10.1016/j.artmed.2017.09.006

    Glomerular Filtration Rate and/or Ratio of Urine Albumin to Creatinine as Markers for Diabetic Retinopathy: A Ten-Year Follow-Up Study.

    Romero-Aroca P, Baget-Bernaldiz M, Navarro-Gil R, Moreno-Ribas A, Valls-Mateu A, Sagarra-Alamo R, Barrot-De La Puente JF, Mundet-Tuduri X. 26/02/2018. JOURNAL OF DIABETES RESEARCH. 2018. PMID: 29682579. doi: 10.1155/2018/5637130

    Learning Fuzzy Measures for Aggregation in Fuzzy Rule-Based Models

    Saleh, Emran, Valls, Aida, Moreno, Antonio, Romero-Aroca, Pedro, Torra, Vicenc, Bustince, Humberto. 01/01/2018. Lecture Notes in Artificial Intelligence. 11144. doi: 10.1007/978-3-030-00202-2_10

    Comparative Study of the Behavior of Feature Reduction Methods in Person Re-identification Task

    Lavi, B, Serj, MF, Valls, DP. 01/01/2018. Proceedings Of The 7th International Conference On Pattern Recognition Applications And Methods (icpram 2018). doi: 10.5220/0006717906140621

    Differences in incidence of diabetic retinopathy between type 1 and 2 diabetes mellitus: a nine-year follow-up study

    Romero-Aroca, P, Navarro-Gil, R, Valls-Mateu, A, Sagarra-Alamo, R, Moreno-Ribas, A, Soler, N. 01/10/2017. British Journal Of Ophthalmology. 101. PMID: 28270484. doi: 10.1136/bjophthalmol-2016-310063

    Multifocal electroretinography changes at the 1-year follow-up in a cohort of diabetic macular edema patients treated with ranibizumab

    Baget-Bernaldiz, M, Romero-Aroca, P, Bautista-Perez, A, Mercado, J. 01/10/2017. Documenta Ophthalmologica. 135. PMID: 28779336. doi: 10.1007/s10633-017-9601-2

    Analysis of the vitreoretinal surgery learning curve.

    Martín-Avià J, Romero-Aroca P. 01/06/2017. Archivos De La Sociedad Española De Oftalmología. 92. PMID: 27601080. doi: 10.1016/j.oftal.2016.07.004

    Individualized 3D scanning and printing for non-melanoma skin cancer brachytherapy: a financial study for its integration into clinical workflow

    Arenas, M, Sabater, S, Sintas, A, Arguís, M, Hernández, V, Arquez, M, López, L, Rovirosa, A, Puig, D. 01/05/2017. Journal of Contemporary Brachytherapy. 9. PMID: 28725252. doi: 10.5114/jcb.2017.68134

    Integration of Different Fuzzy Rule-Induction Methods to Improve the Classification of Patients with Diabetic Retinopathy

    Saleh, E, Valls, A, Moreno, A, Romero-Aroca, P. 01/01/2017. Frontiers In Artificial Intelligence And Applications. 300. doi: 10.3233/978-1-61499-806-8-6

    Changes observed in diabetic retinopathy: eight-year follow-up of a Spanish population

    Romero-Aroca, P, De la Riva-Fernandez, S, Valls-Mateu, A, Sagarra-Alamo, R, Moreno-Ribas, A, Soler, N. 01/10/2016. British Journal Of Ophthalmology. 100. PMID: 26769672. doi: 10.1136/bjophthalmol-2015-307689

    Cost of diabetic retinopathy and macular oedema in a population, an eight year follow up

    Romero-Aroca, P, De la Riva-Fernandez, S, Valls-Mateu, A, Sagarra-Alamo, R, Moreno-Ribas, A, Soler, N, Puig, D. 04/08/2016. Bmc Ophthalmology. 16. PMID: 27491545. doi: 10.1186/s12886-016-0318-x

    Interactive Optic Disk Segmentation via Discrete Convexity Shape Knowledge Using High-Order Functionals

    Escorcia-Gutierrez, J, Torrents-Barrena, J, Romero-Aroca, P, Valls, A, Puig, D. 01/01/2016. Frontiers In Artificial Intelligence And Applications. 288. doi: 10.3233/978-1-61499-696-5-39

    Diabetic Macular Edema Pathophysiology: Vasogenic versus Inflammatory

    Romero-Aroca, P, Baget-Bernaldiz, M, Pareja-Rios, A, Lopez-Galvez, M, Navarro-Gil, R, Verges, R. 01/01/2016. JOURNAL OF DIABETES RESEARCH. 2016. PMID: 27761468. doi: 10.1155/2016/2156273

    Diabetic Retinopathy Risk Estimation Using Fuzzy Rules on Electronic Health Record Data

    Saleh, E, Valls, A, Moreno, A, Romero-Aroca, P, De la Riva-Fernandez, S, Sagarra-Alamo, R. 01/01/2016. Lecture Notes in Artificial Intelligence. 9880. doi: 10.1007/978-3-319-45656-0_22

    A Fuzzy Random Forest Approach for the Detection of Diabetic Retinopathy on Electronic Health Record Data

    Saleh, E, Moreno, A, Valls, A, Romero-Aroca, P, De la Riva-Fernandez, S. 01/01/2016. Frontiers In Artificial Intelligence And Applications. 288. doi: 10.3233/978-1-61499-696-5-169

    Importance of telemedicine in diabetes care: Relationships between family physicians and ophthalmologists.

    Romero-Aroca P, Sagarra-Alamo R, Pareja-Rios A, López M. 25/07/2015. World journal of diabetes. 6. PMID: 26240697. doi: 10.4239/wjd.v6.i8.1005

    Corneal endothelial changes in patients with chronic obstructive pulmonary disease and corneal vulnerability to cataract surgery

    Soler, N, Romero-Aroca, P, Gris, O, Camps, J, Fernandez-Ballart, J. 01/02/2015. Journal Of Cataract And Refractive Surgery. 41. PMID: 25661124. doi: 10.1016/j.jcrs.2014.04.043

    Color-Doppler Eye Scan Ultrasound

    Montero-Jaime, M, Romero-Aroca, P, Reyes-Torres, J. 01/01/2015. Echography In Ocular Pathology. doi: 10.2174/97816810803211150101

    Is laser photocoagulation treatment currently useful in diabetic macular edema?

    Romero-Aroca P. 01/01/2015. Medical hypothesis, discovery and innovation in ophthalmology. 4. PMID: 25861668

    Laser treatment for diabetic macular edema in the 21st century.

    Romero-Aroca P, Reyes-Torres J, Baget-Bernaldiz M, Blasco-Suñe C. 01/03/2014. Current diabetes reviews. 10. PMID: 24852439. doi: 10.2174/1573399810666140402123026

    Paraoxonase-1 Is Associated With Corneal Endothelial Cell Alterations in Patients With Chronic Obstructive Pulmonary Disease

    Soler, N, García-Heredia, A, Marsillach, J, Mackness, B, Mackness, M, Joven, J, Romero, P, Camps, J. 01/08/2013. Investigative Ophthalmology & Visual Science. 54. PMID: 23900603. doi: 10.1167/iovs.13-11951

    Relationship between diabetic retinopathy, microalbuminuria and overt nephropathy, and twenty-year incidence follow-up of a sample of type 1 diabetic patients

    Romero-Aroca, P, Baget-Bernaldiz, M, Reyes-Torres, J, Fernandez-Ballart, J, Plana-Gil, N, Mendez-Marin, I, Pareja-Rios, A. 01/11/2012. Journal Of Diabetes And Its Complications. 26. PMID: 22921286. doi: 10.1016/j.jdiacomp.2012.06.010

    Pseudoexfoliation syndrome and cataract surgery REPLY

    Romero-Aroca, P. 01/09/2012. European Journal Of Ophthalmology. 22. doi: 10.5301/ejo.5000105

    Results of non-mydriatic fundus camera screening in a diabetic population

    Aroca, PR, Torres, JR, Alamo, RS, Gallisa, JB, Fernández-Balart, J, Ríos, AP, Baget-Bernaldiz, M. 01/08/2012. Salud I Ciencia. 19

    18FDG-PET/CT assessing the absence of cell viability and excluding metastatic disease in a case of necrotic choroidal melanoma

    Romero-Aroca, P, Montero-Jaime, M, Intriago, B, Riu, F, Peña-Gonzalez, KB, Almena-Garcia, M. 01/03/2012. European Journal Of Ophthalmology. 22. PMID: 21725939. doi: 10.5301/ejo.5000016

    Results at seven years after the use of intracamerular cefazolin as an endophthalmitis prophylaxis in cataract surgery

    Romero-Aroca, P, Méndez-Marin, I, Salvat-Serra, M, Fernández-Ballart, J, Almena-Garcia, M, Reyes-Torres, J. 24/01/2012. Bmc Ophthalmology. 12. PMID: 22272570. doi: 10.1186/1471-2415-12-2

    Ten-year incidence of diabetic retinopathy and macular edema. Risk factors in a sample of people with type 1 diabetes

    Romero-Aroca, P, Baget-Bernaldiz, M, Fernandez-Ballart, J, Plana-Gil, N, Soler-Lluis, N, Mendez-Marin, I, Bautista-Perez, A. 01/10/2011. Diabetes Research And Clinical Practice. 94. PMID: 21802760. doi: 10.1016/j.diabres.2011.07.004

    High prevalence of pseudoexfoliation syndrome and its complications in Tarragona in northeast Spain

    Romero-Aroca, P, Masip-Serra, R, Martínez-Salcedo, I, Salvat-Serra, M, Fernández-Ballart, J, Bautista-Pérez, A. 01/09/2011. European Journal Of Ophthalmology. 21. PMID: 21240862. doi: 10.5301/EJO.2011.6254

    Risk factors and effects of parenteral drugs on diabetic retinopathy

    Romero-Aroca, P. 09/07/2011. Medicina Clinica. 137. PMID: 21397923. doi: 10.1016/j.medcli.2010.12.011

    Targeting the Pathophysiology of Diabetic Macular Edema

    Romero-Aroca, P. 01/11/2010. Diabetes Care. 33. PMID: 20980428. doi: 10.2337/dc10-1580

    Prevalence and Relationship Between Diabetic Retinopathy and Nephropathy, and its Risk Factors in the North-East of Spain, a Population-Based Study

    Pedro, RA, Ramon, SA, Marc, BB, Juan, FB, Isabel, MM. 01/08/2010. Ophthalmic Epidemiology. 17. PMID: 20642348. doi: 10.3109/09286586.2010.498661

Membres De L’equip

  • Responsable de grup

    • Pere Romero Aroca
    • Domènec Puig Savi 

  • Investigador senior

    • Ester Santos Blanco
    • Marc Baget Bernaldiz
    • Aïda Valls Mateu
    • Antonio Moreno Ribas

  • Doctorant

    • Raquel Verges Puig
    • Raul Navarro Gil

Altres grups de Nutrició i Metabolisme

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