Clinical validation of artificial intelligence algorithms for the detection of different central-involved retinal pathologies and glaucoma from non-mydriatic images.

Manuel García-Dominguez Manuel García-Domínguez https://orcid.org/0000-0002-1910-5035

Josep Vidal-Alaball Alba Arocas Bonache Jordi Solé-Casals Didac Royo Fibla Francesc Xavier Marin-Gomez Laura Natalia Distéfano Anna Boixadera Ángela Casado-García Manuel García-Domínguez Adrián Inés Jónathan Heras Miguel Ángel Zapata Clinical validation of artificial intelligence algorithms for the detection of different central-involved retinal pathologies and glaucoma from non-mydriatic images. 2026 9 Frontiers Artif. Intell. https://doi.org/10.3389/frai.2026.1754682 db/journals/frai/frai9.html#VidalAlaballBSFMDBCGIHZ26 streams/journals/frai

Maria del Pilar Agustín-Llach Vanessa Alvear César Domínguez 0001 Manuel García-Domínguez Jónathan Heras Félix Lanas Gadea Mata Pablo Munarriz-Senosiain Pablo Ochoa Mirari San Martín LSEAvatar: An Avatar for Spanish Sign Language. 32-40 2025 SEPLN-PD https://ceur-ws.org/Vol-4119/p14_rev.pdf conf/sepln/2025pd db/conf/sepln/sepln2025pd.html#AgustinLlachADGHLMMOM25 streams/conf/sepln

Manuel García-Domínguez César Domínguez 0001 Jónathan Heras Eloy J. Mata Vico Pascual Deep style transfer to deal with the domain shift problem on spheroid segmentation. 127105 2024 February 569 Neurocomputing https://doi.org/10.1016/j.neucom.2023.127105 db/journals/ijon/ijon569.html#GarciaDominguezDHMP24

Manuel García-Domínguez Jónathan Heras Vicente Roberto Marani Tiziana D'Orazio Multi-class and Multi-label Classification of an Assembly Task in Manufacturing. 204-212 2024 CAEPIA https://doi.org/10.1007/978-3-031-62799-6_21 conf/caepia/2024 db/conf/caepia/caepia2024.html#GarciaDominguezVMD24 Laura Romeo Marco Vincenzo Maselli Manuel García-Dominguez Roberto Marani Matteo Lavit Nicora Grazia Cicirelli Matteo Malosio Tiziana D'Orazio A Dataset on Human-Cobot Collaboration for Action Recognition in Manufacturing Assembly. 866-871 2024 CoDIT https://doi.org/10.1109/CoDIT62066.2024.10708143 conf/codit/2024 db/conf/codit/codit2024.html#RomeoMGMNCMD24 streams/conf/codit Ángela Casado-García Manuel García-Domínguez Jónathan Heras Adrián Inés Didac Royo Miguel Ángel Zapata Rating the Severity of Diabetic Retinopathy on a Highly Imbalanced Dataset. 444-451 2022 EUROCAST https://doi.org/10.1007/978-3-031-25312-6_52 conf/eurocast/2022 db/conf/eurocast/eurocast2022.html#CasadoGarciaGHIRZ22

Ángela Casado-García Gabriela Chichón César Domínguez 0001 Manuel García-Domínguez Jónathan Heras Adrián Inés María López Eloy J. Mata Vico Pascual Yolanda Sáenz MotilityJ: An open-source tool for the classification and segmentation of bacteria on motility images. 104673 2021 136 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2021.104673 https://www.wikidata.org/entity/Q115062660 db/journals/cbm/cbm136.html#Casado-GarciaCD21

Manuel García-Domínguez César Domínguez 0001 Jónathan Heras Eloy J. Mata Vico Pascual UFOD: An AutoML framework for the construction, comparison, and combination of object detection models. 135-140 2021 145 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2021.01.022 db/journals/prl/prl145.html#Garcia-Dominguez21

Ángela Casado-García Manuel García-Domínguez Jónathan Heras Adrián Inés Didac Royo Miguel Ángel Zapata Prediction of Epiretinal Membrane from Retinal Fundus Images Using Deep Learning. 3-13 2021 CAEPIA https://doi.org/10.1007/978-3-030-85713-4_1 conf/caepia/2021 db/conf/caepia/caepia2021.html#Casado-GarciaGH21

Manuel García-Domínguez César Domínguez 0001 Jónathan Heras Eloy J. Mata Vico Pascual Neural Style Transfer and Unpaired Image-to-Image Translation to deal with the Domain Shift Problem on Spheroid Segmentation. 2021 abs/2112.09043 CoRR https://arxiv.org/abs/2112.09043 db/journals/corr/corr2112.html#abs-2112-09043

Manuel García-Dominguez César Domínguez 0001 Jónathan Heras Eloy J. Mata Vico Pascual FrImCla: A Framework for Image Classification Using Traditional and Transfer Learning Techniques. 53443-53455 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.2980798 db/journals/access/access8.html#GarciaDHMP20

Ángela Casado César Domínguez 0001 Manuel García-Dominguez Jónathan Heras Adrián Inés Eloy J. Mata Vico Pascual CLoDSA: a tool for augmentation in classification, localization, detection, semantic segmentation and instance segmentation tasks. 323:1-323:14 2019 20 BMC Bioinform. 1 https://doi.org/10.1186/s12859-019-2931-1 https://www.wikidata.org/entity/Q64901560 db/journals/bmcbi/bmcbi20.html#CasadoDGHIMP19

Manuel García-Domínguez César Domínguez 0001 Jónathan Heras Eloy J. Mata Vico Pascual Jupyter Notebooks for Simplifying Transfer Learning. 215-221 2019 EUROCAST (2) https://doi.org/10.1007/978-3-030-45096-0_27 conf/eurocast/2019-2 db/conf/eurocast/eurocast2019-2.html#Garcia-Dominguez19 Manuel García-Dominguez César Domínguez 0001 Jónathan Heras Eloy J. Mata Vico Pascual An On-Going Framework for Easily Experimenting with Deep Learning Models for Bioimaging Analysis. 330-333 2018 DCAI (Special Sessions) https://doi.org/10.1007/978-3-319-99608-0_39 conf/dcai/2018s db/conf/dcai/dcai2018s.html#GarciaDHMP18 César Domínguez 0001 Manuel García-Dominguez Jónathan Heras Adrián Inés Eloy J. Mata Vico Pascual DetectionEvaluationJ: A Tool to Evaluate Object Detection Algorithms. 273-280 2017 EUROCAST (2) https://doi.org/10.1007/978-3-319-74727-9_32 conf/eurocast/2017-2 db/conf/eurocast/eurocast2017-2.html#DominguezGHIMP17 Maria del Pilar Agustín-Llach Anna Boixadera Alba Arocas Bonache Ángela CasadoÁngela Casado-García Jordi Solé i CasalsJordi Solé-Casals Gabriela Chichón Grazia Cicirelli Laura Natalia Distéfano César Domínguez 0001 Tiziana D'Orazio Didac Royo Fibla Mayra Vanessa Alvear GallónVanessa Alvear Jónathan HerasJónathan Heras Vicente Adrián Inés Félix Lanas María López Matteo Malosio Roberto Marani Francesc Xavier Marin-Gomez Mirari San Martín Marco Vincenzo Maselli Eloy J. Mata Gadea Mata Pablo Munarriz-Senosiain Matteo Lavit Nicora Pablo Ochoa Vico Pascual Laura Romeo Didac Royo Yolanda Sáenz Josep Vidal-Alaball Miguel Ángel Zapata