Multiclass classification of oral mucosal lesions by deep learning from clinical images without performing any restrictions.

José Manuel Cuadra Troncoso José M. Cuadra Troncoso J. M. Cuadra National University of Distance Education, Spain http://www.ia.uned.es/~jmcuadra/ https://orcid.org/0000-0003-3616-0404

Alejandro Redondo Katerina Ivaylova Margarita Bachiller Mariano Rincón José Manuel Cuadra Troncoso Faleh Tamimi José Luis López-Cedrún Márcio Diniz-Freitas Lucía Lago-Méndez Guillermo Rubín-Roger Jesús Torres Garçia Deneche Leticia Bagán Gonzalo Hernández Rosa María López-Pintor Multiclass classification of oral mucosal lesions by deep learning from clinical images without performing any restrictions. 108337 2026 111 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108337 db/journals/bspc/bspc111.html#RedondoIBRTTLDLRTBHL26 streams/journals/bspc

Laura Almón-Manzano Rafael Pastor 0001 José Manuel Cuadra Troncoso Transformer Based Models for Offline Multi-agent Reinforcement Learning. 3-14 2025 PAAMS https://doi.org/10.1007/978-3-032-07638-0_1 conf/paams/2025 db/conf/paams/paams2025.html#AlmonManzanoPT25 streams/conf/paams

J. M. Górriz I. Álvarez Illán Agustín Álvarez-Marquina Juan Eloy Arco Martin Atzmüller F. Ballarini Emilia I. Barakova Guido Bologna María Paula Bonomini Germán Castellanos-Domínguez Diego Castillo-Barnes S. B. Cho A. Ricardo Contreras J. M. Cuadra Enrique Domínguez Francisco Domínguez-Mateos Richard J. Duro David A. Elizondo Antonio Fernández-Caballero 0001 Eduardo Fernández 0001 Marco A. Formoso Nicolás Gallego-Molina Javier Gamazo Javier González Jiménez 0001 Jacob Rodriguez-Rivero Carlos Garre del Olmo F. Javier Garrigós Andrés Gómez-Rodellar Pedro Gómez-Vilda Manuel Graña Bernabé Rodríguez-Tapia Sophie C. F. Hendrikse Carmen Jimenez-Mesa Marina Jodra-Chuan Vicente Julián G. Gabriela Kotz Krzysztof Kutt Matthew Leming Javier de Lope Asiaín Beatriz del Cisne Macas Ordónez V. Marrero-Aguiar José Javier Martínez 0001 Francisco Jesús Martínez-Murcia Rafael Martínez-Tomás Jirí Mekyska Grzegorz J. Nalepa Paulo Novais D. Orellana Andrés Ortiz 0001 Daniel Palacios-Alonso José T. Palma António Pereira 0001 Pedro Pinacho Davidson María Angélica Pinninghoff M. Ponticorvo Alexandra Psarrou Javier Ramírez 0001 Mariano Rincón Victoria Rodellar-Biarge Ignacio Rodríguez-Rodríguez Peter H. M. P. Roelofsma José Santos 0003 Diego Salas-Gonzalez Pedro Salcedo Lagos Fermín Segovia Afshin Shoeibi M. Silva Dragan Simic John Suckling Jan Treur Athanasios Tsanas Ramiro Varela Shui-Hua Wang Wei Wang 0357 Yu-Dong Zhang Hengde Zhu Ziquan Zhu José Manuel Ferrández-Vicente Computational approaches to Explainable Artificial Intelligence: Advances in theory, applications and trends. 101945 2023 December 100 Inf. Fusion https://doi.org/10.1016/j.inffus.2023.101945 db/journals/inffus/inffus100.html#GorrizIMAABBBBCCCCCDDDEFFFGGJROG23

Francisco Antonio Marín García José Manuel Cuadra Troncoso Félix de la Paz López José Ramón Álvarez Sánchez Autonomous Robot Navigation by Area Centroid Algorithm Using Depth Cameras. 264-275 2022 IWINAC (1) https://doi.org/10.1007/978-3-031-06527-9_26 conf/iwinac/2022-2 db/conf/iwinac/iwinac2022-2.html#GarciaTLS22 Laura Almón-Manzano Rafael Pastor Vargas José Manuel Cuadra Troncoso Deep Reinforcement Learning in Agents' Training: Unity ML-Agents. 391-400 2022 IWINAC (1) https://doi.org/10.1007/978-3-031-06527-9_39 conf/iwinac/2022-2 db/conf/iwinac/iwinac2022-2.html#Almon-ManzanoVT22 Javier Gamazo José M. Cuadra Troncoso Mariano Rincón An Efficient and Rotation Invariant Fourier-Based Metric for Assessing the Quality of Images Created by Generative Models. 413-422 2022 IWINAC (1) https://doi.org/10.1007/978-3-031-06527-9_41 conf/iwinac/2022-2 db/conf/iwinac/iwinac2022-2.html#GamazoTR22 Pablo Duque J. M. Cuadra Ester Jiménez Mariano Rincón-Zamorano Data Preprocessing for Automatic WMH Segmentation with FCNNs. 452-460 2019 IWINAC (2) https://doi.org/10.1007/978-3-030-19651-6_44 conf/iwinac/2019-2 db/conf/iwinac/iwinac2019-2.html#DuqueCJR19 José Manuel Cuadra Troncoso M. A. Muñoz-Bañón Félix de la Paz López José Ramón Álvarez Sánchez Segmentation of Circular Contours from Laser Beams Measurements. 540-550 2017 IWINAC (2) https://doi.org/10.1007/978-3-319-59773-7_55 conf/iwinac/2017-2 db/conf/iwinac/iwinac2017-2.html#Cuadra-Troncoso17

Coral García-Rodríguez Rafael Martínez-Tomás José Manuel Cuadra Troncoso Mariano Rincón Antonio Fernández-Caballero 0001 A simulation tool for monitoring elderly who suffer from disorientation in a smart home. 676-687 2015 32 Expert Syst. J. Knowl. Eng. 6 https://doi.org/10.1111/exsy.12107 https://www.wikidata.org/entity/Q56999418 db/journals/es/es32.html#Garcia-Rodriguez15

José Manuel Cuadra Troncoso José Ramón Álvarez Sánchez Israel Navarro Santosjuanes Félix de la Paz López Raúl Arnau Prieto Consistent robot localization using Polar Scan Matching based on Kalman Segmentation. 219-225 2015 63 Robotics Auton. Syst. https://doi.org/10.1016/j.robot.2014.09.017 db/journals/ras/ras63.html#TroncosoSSLP15

José Manuel Cuadra Troncoso A. Rivas-Casado José Ramón Álvarez Sánchez Félix de la Paz López D. Obregón-Castellanos Towards Robot Localization Using Bluetooth Low Energy Beacons RSSI Measures. 222-231 2015 IWINAC (2) https://doi.org/10.1007/978-3-319-18833-1_24 conf/iwinac/2015-2 db/conf/iwinac/iwinac2015-2.html#Cuadra-Troncoso15 R. García-Misis José Manuel Cuadra Troncoso Félix de la Paz López José Ramón Álvarez Sánchez Development of a Web Platform for On-line Robotics Learning Workshops Using Real Robots. 232-239 2015 IWINAC (2) https://doi.org/10.1007/978-3-319-18833-1_25 conf/iwinac/2015-2 db/conf/iwinac/iwinac2015-2.html#Garcia-MisisCPA15 Israel Navarro Santosjuanes José Manuel Cuadra Troncoso Félix de la Paz López Raúl Arnau Prieto Improved Polar Scan-Matching Using an Advanced Line Segmentation Algorithm. 32-44 2013 IWINAC (2) https://doi.org/10.1007/978-3-642-38622-0_4 conf/iwinac/2013-2 db/conf/iwinac/iwinac2013-2.html#SantosjuanesTLP13 Victor Lorente José Manuel Ferrández de Vicente F. Javier Garrigós-Guerrero Félix de la Paz López José Manuel Cuadra Troncoso José Ramón Álvarez Sánchez Eduardo Fernández 0001 Neural Spike Activation in Hippocampal Cultures Using Hebbian Electrical Stimulation. 37-47 2013 IWINAC (1) https://doi.org/10.1007/978-3-642-38637-4_5 conf/iwinac/2013-1 db/conf/iwinac/iwinac2013-1.html#LorenteFGLTSF13 Raúl Arnau Prieto José Manuel Cuadra Troncoso José Ramón Álvarez Sánchez Israel Navarro Santosjuanes Reactive Navigation and Online SLAM in Autonomous Frontier-Based Exploration. 45-55 2013 IWINAC (2) https://doi.org/10.1007/978-3-642-38622-0_5 conf/iwinac/2013-2 db/conf/iwinac/iwinac2013-2.html#PrietoTSS13 Coral García-Rodríguez Rafael Martínez-Tomás José Manuel Cuadra Troncoso Smart Spaces and Monitoring Simulation. 190-199 2013 IWINAC (2) https://doi.org/10.1007/978-3-642-38622-0_20 https://www.wikidata.org/entity/Q56999454 conf/iwinac/2013-2 db/conf/iwinac/iwinac2013-2.html#Garcia-RodriguezMC13

J. M. Cuadra José Ramón Álvarez Sánchez Daniel de Santos Victor Lorente José Manuel Ferrández Félix de la Paz Eduardo Fernández 0001 Response calibration in neuroblastoma cultures over multielectrode array. 98-105 2012 75 Neurocomputing 1 https://doi.org/10.1016/j.neucom.2011.04.038 db/journals/ijon/ijon75.html#CuadraSSLFPF12

José Manuel Ferrández Victor Lorente Félix de la Paz J. M. Cuadra José Ramón Álvarez Sánchez Eduardo Fernández 0001 A biological neuroprocessor for robotic guidance using a center of area method. 1229-1236 2011 74 Neurocomputing 8 https://doi.org/10.1016/j.neucom.2010.07.018 db/journals/ijon/ijon74.html#FerrandezLdCAF11

José Manuel Ferrández Victor Lorente Daniel de Santos J. M. Cuadra Félix de la Paz José R. Álvarez 0001 Eduardo Fernández 0001 Human neuroblastoma cultures for biorobotics. 6672-6675 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6091645 https://www.wikidata.org/entity/Q39410371 conf/embc/2011 db/conf/embc/embc2011.html#FerrandezLSCPAF11 José Manuel Cuadra Troncoso José Ramón Álvarez Sánchez Félix de la Paz López Antonio Fernández-Caballero 0001 Improving Area Center Robot Navigation Using a Novel Range Scan Segmentation Method. 233-245 2011 IWINAC (1) https://doi.org/10.1007/978-3-642-21344-1_25 https://www.wikidata.org/entity/Q57940984 conf/iwinac/2011-1 db/conf/iwinac/iwinac2011-1.html#TroncosoSLF11 Sergio Almansa-Valverde José Carlos Castillo 0001 Antonio Fernández-Caballero 0001 José Manuel Cuadra Troncoso Javier Acevedo-Rodríguez Mobile Robot Localization through Identifying Spatial Relations from Detected Corners. 371-380 2011 IWINAC (2) https://doi.org/10.1007/978-3-642-21326-7_40 https://www.wikidata.org/entity/Q57940993 conf/iwinac/2011-2 db/conf/iwinac/iwinac2011-2.html#Almansa-ValverdeCFTA11 Daniel de Santos José Manuel Cuadra Troncoso Félix de la Paz Victor Lorente José Ramón Álvarez Sánchez José Manuel Ferrández Tools for Controlled Experiments and Calibration on Living Tissues Cultures. 472-481 2011 IWINAC (2) https://doi.org/10.1007/978-3-642-21326-7_51 conf/iwinac/2011-2 db/conf/iwinac/iwinac2011-2.html#SantosTPLSF11

Daniel de Santos Victor Lorente Félix de la Paz José Manuel Cuadra Troncoso José Ramón Álvarez Sánchez Eduardo Fernández 0001 José M. Ferrández A client-server architecture for remotely controlling a robot using a closed-loop system with a biological neuroprocessor. 1223-1230 2010 58 Robotics Auton. Syst. 12 https://doi.org/10.1016/j.robot.2010.09.003 db/journals/ras/ras58.html#SantosLPTSFF10

José Ramón Álvarez Sánchez Félix de la Paz López José Manuel Cuadra Troncoso Daniel de Santos-Sierra Reactive navigation in real environments using partial center of area method. 1231-1237 2010 58 Robotics Auton. Syst. 12 https://doi.org/10.1016/j.robot.2010.05.009 db/journals/ras/ras58.html#SanchezLTS10

José Manuel Ferrández Victor Lorente J. M. Cuadra Félix de la Paz José Ramón Álvarez Sánchez Eduardo Fernández 0001 A Hybrid Robotic Control System Using Neuroblastoma Cultures. 245-253 2010 HAIS (1) https://doi.org/10.1007/978-3-642-13769-3_30 conf/hais/2010-1 db/conf/hais/hais2010-1.html#FerrandezLCPAF10 José M. Ferrández Victor Lorente Félix de la Paz José Manuel Cuadra Troncoso José Ramón Álvarez Sánchez Eduardo Fernández 0001 Learning in Biological Neuroprocessors using a Center of Area Method. 336-343 2010 IJCCI (ICFC-ICNC) conf/ijcci/2010-1 db/conf/ijcci/ijcci2010-1.html#FerrandezLPTSF10

José M. Cuadra Troncoso José Ramón Álvarez Sánchez Félix de la Paz Discretized ISO-learning neural network for obstacle avoidance in reactive robot controllers. 861-870 2009 72 Neurocomputing 4-6 https://doi.org/10.1016/j.neucom.2008.06.019 db/journals/ijon/ijon72.html#TroncosoSP09

José Ramón Álvarez Sánchez Félix de la Paz López José Manuel Cuadra Troncoso José Ignacio Rosado Sánchez Partial Center of Area Method Used for Reactive Autonomous Robot Navigation. 408-418 2009 IWINAC (2) https://doi.org/10.1007/978-3-642-02267-8_44 conf/iwinac/2009-2 db/conf/iwinac/iwinac2009-2.html#SanchezLTS09 Félix de la Paz López José Ramón Álvarez Sánchez José Ignacio Rosado Sánchez José M. Cuadra Troncoso Mathematical Foundations of the Center of Area Method for Robot Navigation. 419-428 2009 IWINAC (2) https://doi.org/10.1007/978-3-642-02267-8_45 conf/iwinac/2009-2 db/conf/iwinac/iwinac2009-2.html#LopezAST09

José Ramón Álvarez Sánchez José Mira Mira Félix de la Paz José M. Cuadra Troncoso The centre of area method as a basic mechanism for representation and navigation. 860-869 2007 55 Robotics Auton. Syst. 12 https://doi.org/10.1016/j.robot.2007.07.008 db/journals/ras/ras55.html#SanchezMPT07

José M. Cuadra Troncoso José Ramón Álvarez Sánchez Félix de la Paz Discretization of ISO-Learning and ICO-Learning to Be Included into Reactive Neural Networks for a Robotics Simulator. 367-378 2007 conf/iwinac/2007-2 IWINAC (2) https://doi.org/10.1007/978-3-540-73055-2_39 db/conf/iwinac/iwinac2007-2.html#TroncosoSP07 Francisco Javier Acevedo-RodríguezJavier Acevedo-Rodríguez Sergio Almansa-Valverde Laura Almón-Manzano Ignacio ÁlvarezI. Álvarez Illán José R. Álvarez 0001José Ramón Álvarez Sánchez Agustín Álvarez-Marquina Juan Eloy Arco Ricardo Contreras ArriagadaA. Ricardo Contreras Javier de Lope Asiaín Martin Atzmüller Margarita Bachiller Leticia Bagán F. Ballarini Emilia I. Barakova María Victoria Rodellar BiargeVictoria Rodellar-Biarge Guido Bologna María Paula Bonomini Germán Castellanos-Domínguez José Carlos Castillo 0001 Diego Castillo-Barnes S. B. Cho Pedro Pinacho Davidson Jesús Torres Garçia Deneche Márcio Diniz-Freitas Enrique Domínguez Francisco Domínguez-Mateos Pablo Duque Richard J. Duro David A. Elizondo Eduardo Fernández 0001 Antonio Fernández-Caballero 0001 José Manuel FerrándezJosé Manuel Ferrández de VicenteJosé M. FerrándezJosé Manuel Ferrández-Vicente Marco A. Formoso Nicolás Gallego-Molina Javier Gamazo Francisco Antonio Marín García R. García-Misis Coral García-Rodríguez F. Javier GarrigósF. Javier Garrigós-Guerrero Andrés Gómez-Rodellar Pedro Gómez-Vilda Javier González 0001Javier González Jiménez 0001 Juan Manuel GórrizJ. M. Górriz Manuel Graña Sophie C. F. Hendrikse Gonzalo Hernández Katerina Ivaylova Ester Jiménez Carmen Jimenez-Mesa Marina JodraMarina Jodra-Chuan Vicente Julián M. Angélica Pinninghoff JunemannMaría Angélica Pinninghoff G. Gabriela Kotz Krzysztof Kutt Lucía Lago-Méndez Pedro Salcedo Lagos Matthew Leming José Luis López-Cedrún Rosa María López-Pintor Victor Lorente V. Marrero-Aguiar José Javier Martínez 0001 Francisco Jesús Martínez-Murcia Rafael Martínez-Tomás Jirí Mekyska José Mira Mira M. A. Muñoz-Bañón Grzegorz J. Nalepa Paulo Novais D. Obregón-Castellanos Carlos Garre del Olmo Beatriz del Cisne Macas Ordónez D. Orellana Andrés Ortiz 0001 Daniel Palacios-Alonso José T. Palma Rafael Pastor 0001Rafael Pastor Vargas Félix de la PazFélix de la Paz López António Pereira 0001 M. Ponticorvo Raúl Arnau Prieto Alexandra Psarrou Javier Ramírez 0001 Alejandro Redondo José Santos ReyesJosé Santos 0003 Mariano RincónMariano Rincón-Zamorano A. Rivas-Casado Jacob Rodriguez-Rivero Ignacio Rodríguez-Rodríguez Bernabé Rodríguez-Tapia Peter H. M. P. Roelofsma Guillermo Rubín-Roger Diego Salas-Gonzalez José Ignacio Rosado Sánchez Daniel de Santos Daniel de Santos-Sierra Israel Navarro Santosjuanes Fermín Segovia Afshin Shoeibi M. Silva Dragan Simic John Suckling Faleh Tamimi Jan Treur Athanasios Tsanas Ramiro Varela Shuihua WangShui-Hua Wang Wei Wang 0357 Yudong ZhangYu-Dong Zhang Hengde Zhu Ziquan Zhu