Presentació dels Hospitals
Col·labora

Oftalmologia (RETIPROGRAM)

MALALTIES METABÒLIQUES I NUTRICIÓ
ULLS CONNEXIÓ CERVELL
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

  • Dr. Pere Romero Aroca

  • Línies de recerca
  • Projectes
  • Transferència
  • Membres del grup
  • Difusió
  • Publicacions
  • Contacte

 

Malalties de la retina com la retinopatia diabètica, la seva epidemiologia, diagnosi precoç, telemedicina, intel·ligència artificial, sistemes d’ajuda 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.

 

  • Títol: APLICACION EN UNA POBLACION REAL Y EVALUACION DEL SISTEMA DE AYUDA AL CRIBADO DE RETINOPATIA DIABETICA, INCORPORANDO UN SISTEMA DE LECTURA AUTOMATICA DE IMAGENES
    Referència: PI18/00169
    Entitat Finançadora: Instituto de Salud Carlos III
    Data: 01/01/2019 – 1/12/2021

  • Title: 2017 SGR 00356 Suport a Grups de Recerca (SGR) URV – IISPV Finançament – Grup de Recerca pre-consolidat

    Funding entity: Ajuts SGR

    Duration: 2017 – 2021

    Principal Investigator: Pere Romero Aroca

  • 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

    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

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