Performance evaluation of smartwatches: Can they match clinical standards for ECG analysis?

Joaquín Recas Joaquín Recas Piorno https://orcid.org/0000-0001-9935-7496 https://www.wikidata.org/entity/Q60660405

Mauro Luis Buelga Suárez Joaquín Recas Sergio González-Cabeza Mario Sanz-Guerrero Marian Diaz-Vicente Alfonso Rebolleda Sánchez Luis Piñuel Gonzalo Luis Alonso Salinas Performance evaluation of smartwatches: Can they match clinical standards for ECG analysis? 109373 2026 115 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.109373 db/journals/bspc/bspc115.html#SuarezRGSDSPS26 streams/journals/bspc

Mario Sanz-Guerrero Sergio González-Cabeza Luis Piñuel Mauro Luis Buelga Suárez Gonzalo Luis Alonso Salinas Marian Diaz-Vicente Joaquín Recas Peak Attention U-Net: Enhancing ECG delineation with attention. 2026 109874 119 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2026.109874 db/journals/bspc/bspc119.html#SanzGuerreroGPSSDR26 streams/journals/bspc

Hao Peng Juan Bayon Joaquín Recas María Guijarro Efficient Expiration Date Recognition in Food Packages for Mobile Applications. 286 2025 18 Algorithms 5 https://doi.org/10.3390/a18050286 db/journals/algorithms/algorithms18.html#PengBRG25 streams/journals/algorithms

Juan Bayon Joaquín Recas María Guijarro An optimized, color-adaptive blue light filtering approach using a novel color space transformation. 103124 2025 90 Displays https://doi.org/10.1016/j.displa.2025.103124 db/journals/displays/displays90.html#BayonRG25 streams/journals/displays

María Guijarro Juan Bayon Daniel Martín-Carabias Joaquín Recas A Multi-Stage Method for Logo Detection in Scanned Official Documents Based on Image Processing. 170 2024 April 17 Algorithms 4 https://doi.org/10.3390/a17040170 db/journals/algorithms/algorithms17.html#GuijarroBMR24

Guadalupe González-Montero María Guijarro Mata-García Carlos Moreno Martínez Joaquín Recas Piorno Rehab-AMD: co-design of an application for visual rehabilitation and monitoring of Age-related Macular Degeneration. 233 2024 December 24 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-024-02625-w db/journals/midm/midm24.html#GonzalezMonteroMMP24 streams/journals/midm

Juan Bayon Joaquín Recas Jonathan J. Jiménez María Guijarro Blue Light Digital Filter with Accurate Color Representation, Contrast, and Quality. 3-16 2024 CGI (1) https://doi.org/10.1007/978-3-031-81806-6_1 conf/cgi/2024-1 db/conf/cgi/cgi2024-1.html#BayonRJG24 streams/conf/cgi

Carlos Moreno Martínez Joaquín Recas Piorno Juan José Escribano Otero María Guijarro Mata-García Responsive inclusive design (RiD): a new model for inclusive software development. 893-902 2023 August 22 Univers. Access Inf. Soc. 3 https://doi.org/10.1007/s10209-022-00893-9 db/journals/uais/uais22.html#MartinezPOM23

Juan Manuel Carrera García Joaquín Recas Piorno María Guijarro Mata-García Expert system design for vacant parking space location using automatic learning and artificial vision. 38661-38683 2022 November 81 Multim. Tools Appl. 27 https://doi.org/10.1007/s11042-022-12906-z db/journals/mta/mta81.html#GarciaPM22

Jose Manuel Bote Joaquín Recas Román Hermida Evaluation of blood pressure estimation models based on pulse arrival time. 106616 2020 84 Comput. Electr. Eng. https://doi.org/10.1016/j.compeleceng.2020.106616 db/journals/cee/cee84.html#BoteRH20

Jose Manuel Bote Joaquín Recas Francisco J. Rincón David Atienza 0001 Román Hermida A Modular Low-Complexity ECG Delineation Algorithm for Real-Time Embedded Systems. 429-441 2018 22 IEEE J. Biomed. Health Informatics 2 https://doi.org/10.1109/JBHI.2017.2671443 https://www.wikidata.org/entity/Q47964303 db/journals/titb/titb22.html#BoteRRAH18

Mónica Vallejo Joaquín Recas José L. Ayala Proactive and Reactive Transmission Power Control for Energy-Efficient On-Body Communications. 5914-5934 2015 15 Sensors 3 https://doi.org/10.3390/s150305914 https://www.wikidata.org/entity/Q35617720 db/journals/sensors/sensors15.html#VallejoRA15

Joaquín Recas Nadia Khaled Alberto A. Del Barrio Román Hermida Generic Markov model of the contention access period of IEEE 802.15.4 MAC layer. 191-205 2014 33 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2014.07.005 db/journals/dsp/dsp33.html#RecasKBH14

Mónica Vallejo Joaquín Recas Piorno José Luis Ayala Rodrigo A Link Quality Estimator for Power-Efficient Communication Over On-Body Channels. 250-257 2014 EUC https://doi.org/10.1109/EUC.2014.44 https://doi.ieeecomputersociety.org/10.1109/EUC.2014.44 conf/euc/2014 db/conf/euc/euc2014.html#VallejoPR14

Mónica Vallejo Joaquín Recas Pablo García Del Valle José L. Ayala Accurate Human Tissue Characterization for Energy-Efficient Wireless On-Body Communications. 7546-7569 2013 13 Sensors 6 https://doi.org/10.3390/s130607546 https://www.wikidata.org/entity/Q43086590 db/journals/sensors/sensors13.html#VallejoRVA13

Mónica Vallejo Joaquín Recas José L. Ayala Channel Analysis and Dynamic Adaptation for Energy-Efficient WBSNs. 42-49 2012 UCAmI https://doi.org/10.1007/978-3-642-35377-2_6 conf/ucami/2012 db/conf/ucami/ucami2012.html#VallejoRA12

Francisco J. Rincón Joaquín Recas Nadia Khaled David Atienza 0001 Development and Evaluation of Multilead Wavelet-Based ECG Delineation Algorithms for Embedded Wireless Sensor Nodes. 854-863 2011 15 IEEE Trans. Inf. Technol. Biomed. 6 https://doi.org/10.1109/TITB.2011.2163943 https://www.wikidata.org/entity/Q39994102 db/journals/titb/titb15.html#RinconRKA11

Mustafa Imran Ali Bashir M. Al-Hashimi Joaquín Recas David Atienza 0001 Evaluation and design exploration of solar harvested-energy prediction algorithm. 142-147 2010 DATE https://doi.org/10.1109/DATE.2010.5457222 http://dl.acm.org/citation.cfm?id=1870962 conf/date/2010 db/conf/date/date2010.html#AliARA10

Joaquín Recas Piorno Segundo Esteban San Román José Maria Girón-Sierra J. M. de la Cruz Garcia Fast Ship Electronic System for Seakeeping Experimental Studies. 3427-3433 2009 58 IEEE Trans. Instrum. Meas. 10 https://doi.org/10.1109/TIM.2009.2017658 https://www.wikidata.org/entity/Q59340897 db/journals/tim/tim58.html#PiornoRGG09

Francisco J. Rincón Laura Gutiérrez Mónica Jiménez Víctor Díaz Nadia Khaled David Atienza 0001 Marcos Sánchez-Élez Joaquín Recas Giovanni De Micheli Implementation of an Automated ECG-based Diagnosis Algorithm for a Wireless Body Sensor Plataform. 88-96 2009 BIODEVICES conf/biostec/2009bd db/conf/biostec/biodevices2009.html#RinconGJDKASRM09 Francisco J. Rincón Michele Paselli Joaquín Recas Qin Zhao Marcos Sánchez-Élez David Atienza 0001 Julien Penders Giovanni De Micheli OS-Based Sensor Node Platform and Energy Estimation Model for Health-Care Wireless Sensor Networks. 1027-1032 2008 DATE https://doi.org/10.1109/DATE.2008.4484816 https://doi.ieeecomputersociety.org/10.1109/DATE.2008.4484816 https://doi.org/10.1145/1403375.1403622 conf/date/2008 db/conf/date/date2008.html#RinconPRZSAPM08 Bashir M. Al-Hashimi Mustafa Imran Ali David Atienza 0001 José Luis AyalaJosé L. AyalaJosé Luis Ayala Rodrigo Alberto A. Del Barrio Juan Bayon Jose Manuel Bote Víctor Díaz Marian Diaz-Vicente Segundo EstebanSegundo Esteban San Román J. M. de la Cruz Garcia Juan Manuel Carrera García José Maria Girón-Sierra Sergio González-Cabeza Guadalupe González-Montero María Guijarro Laura Gutiérrez Román Hermida Jonathan J. Jiménez Mónica Jiménez Nadia Khaled Marcos Sánchez-Élez MartínMarcos Sánchez-Élez Daniel Martín-Carabias Carlos Moreno Martínez María Guijarro Mata-García Giovanni De Micheli Juan José Escribano Otero Michele Paselli Julien Penders Hao Peng Luis Piñuel Francisco J. Rincón Gonzalo Luis Alonso Salinas Alfonso Rebolleda Sánchez Mario Sanz-Guerrero Mauro Luis Buelga Suárez Pablo García Del Valle Mónica Vallejo Qin Zhao