CA | ES | EN
Healthcare
Healthcare
2024
Gil-Gonzalez Sergi,  Velasco-Regúlez Borja,  Cerquides Jesus,  Hinarejos Pedro,  Monllau Joan Carles,  & Pelfort Xavier (2024). Antibiotic-loaded bone cement is associated with a reduction of the risk of revision of total knee arthroplasty: Analysis of the Catalan Arthroplasty Register. Knee Surgery, Sports Traumatology, Arthroscopy, n/a. https://doi.org/10.1002/ksa.12361. [BibTeX]  [PDF]
David Gómez-Guillén,  Mireia Díaz,  Josep Lluís Arcos,  & Jesus Cerquides (2024). Bayesian Optimization with Additive Kernels for a Stepwise Calibration of Simulation Models for Cost-Effectiveness Analysis. International Journal of Computational Intelligence Systems, 17, 249. https://doi.org/10.1007/s44196-024-00646-x. [BibTeX]  [PDF]
Nuria Correa,  Jesus Cerquides,  Rita Vassena,  Mina Popovic,  & Josep Lluis Arcos (2024). IDoser: Improving Individualized Dosing Policies with Clinical Practice and Machine Learning. Expert Systems with Applications, 238, 121796. https://doi.org/10.1016/j.eswa.2023.121796. [BibTeX]  [PDF]
Annelies Raes,  Georgios Athanasiou,  Nima Azari-Dolatabad,  Hafez Sadeghi,  Sebastian Gonzalez Andueza,  Josep Lluis Arcos,  Jesus Cerquides,  Krishna Chaitanya Pavani,  Geert Opsomer,  Osvaldo Bogado Pascottini,  Katrien Smits,  Daniel Angel-Velez,  & Ann Van Soom (2024). Manual versus deep learning measurements to evaluate cumulus expansion of bovine oocytes and its relationship with embryo development in vitro. Computers in Biology and Medicine, 168, 107785. https://doi.org/10.1016/j.compbiomed.2023.107785. [BibTeX]  [PDF]
Nuria Correa,  Jesus Cerquides,  Josep Lluis Arcos,  Rita Vassena,  & Mina Popovic (2024). Personalizing the First Dose of FSH for IVF/ICSI Patients through Machine Learning: A Non-Inferiority Study Protocol for a Multi-Center Randomized Controlled Trial. Trials, 25, 38. https://doi.org/10.1186/s13063-024-07907-2. [BibTeX]  [PDF]
Manel Rodríguez Soto,  Nardine Osman,  Carles Sierra,  Paula Sánchez Veja,  Rocío Cintas García,  Cristina Farriols Danes,  Montserrat García Retortillo,  & Sílvia Mínguez Maso (2024). Towards value awareness in the medical field. (pp. 8). Special Session on AI with Awareness Inside of the 16th International Conference on Agents and Artificial Intelligence (ICAART 2024). [BibTeX]  [PDF]
Manel Rodríguez Soto,  Nardine Osman,  Carles Sierra,  Nieves Montes,  Jordi Martínez Roldán,  Paula Sánchez Veja,  Rocío Cintas García,  Cristina Farriols Danes,  Montserrat García Retortillo,  & Sílvia Mínguez Maso (2024). User Study Design for Identifying the Semantics of Bioethical Principles. (pp. 16). Second International Workshop on Value Engineering in Artificial Intelligence (VALE2024) at the European Conference on Artificial Intelligence (ECAI), Santiago de Compostela). [BibTeX]  [PDF]
2023
N Correa Mañas,  J Cerquides,  J L Arcos,  R Vassena,  & M Popovic (2023). A clinically robust machine learning model for selecting the first FSH dose during controlled ovarian hyperstimulation: incorporating clinical knowledge to the learning process. Human Reproduction, 38, dead093.226. https://doi.org/10.1093/humrep/dead093.226. [BibTeX]  [PDF]
David Gómez-Guillén,  Mireia Díaz,  Josep Lluis Arcos,  & Jesus Cerquides (2023). Bayesian Optimization with Additive Kernels for the Calibration of Simulation Models to Perform Cost-Effectiveness Analysis. Artificial Intelligence Research and Development (pp 143--152). IOS Press. https://doi.org/10.3233/FAIA230677. [BibTeX]  [PDF]
Georgios Athanasiou,  Josep Lluis Arcos,  & Jesus Cerquides (2023). Enhancing Medical Image Segmentation: Ground Truth Optimization through Evaluating Uncertainty in Expert Annotations. Mathematics, 11. https://doi.org/10.3390/math11173771. [BibTeX]  [PDF]
Borja Velasco-Regulez,  & Jesus Cerquides (2023). Hydranet: A Neural Network for the Estimation of Multi-Valued Treatment Effects. Artificial Intelligence Research and Development (pp 16--27). IOS Press. https://doi.org/10.3233/FAIA230655. [BibTeX]  [PDF]
A. Raes,  N. Azari-Dolatabad,  G. Athanasiou,  J.L. Arcos,  J. Cerquides,  G. Opsomer,  K. Smits,  D. Angel-Velez,  & A. {Van Soom} (2023). Measuring cumulus expansion of bovine cumulus-oocyte complexes: comparing the reliability of three methods. Animal - science proceedings, 14, 449-450. https://doi.org/10.1016/j.anscip.2023.03.032. [BibTeX]  [PDF]
Becky White,  Arnault Gombert,  Tim Nguyen,  Brian Yau,  Atsuyoshi Ishizumi,  Laura Kirchner,  Alicia Leon,  Harry Wilson,  Giovanna Jaramillo-Gutierrez,  Jesus Cerquides,  & others (2023). Using artificial intelligence to inform infodemic insights: The development of the who ears platform. APHA 2023 Annual Meeting and Expo . [BibTeX]
Becky K. White,  Arnault Gombert,  Tim Nguyen,  Brian Yau,  Atsuyoshi Ishizumi,  Laura Kirchner,  Alicia León,  Harry Wilson,  Giovanna Jaramillo-Gutierrez,  Jesus Cerquides,  Marcelo D'Agostino,  Cristiana Salvi,  Ravi Shankar Sreenath,  Kimberly Rambaud,  Dalia Samhouri,  Sylvie Briand,  & Tina D. Purnat (2023). Using Machine Learning Technology (Early Artificial Intelligence-Supported Response With Social Listening Platform) to Enhance Digital Social Understanding for the COVID-19 Infodemic: Development and Implementation Study. JMIR Infodemiology, 3, e47317. https://doi.org/10.2196/47317. [BibTeX]  [PDF]
2022
Georgios Athanasiou,  Jesus Cerquides,  Annelies Raes,  Nima Azari-Dolatabad,  Daniel Angel-Velez,  Ann Van Soom,  & Josep Lluis Arcos (2022). Detecting the Area of Bovine Cumulus Oocyte Complexes Using Deep Learning and Semantic Segmentation. A. Cortés al. (Eds.), Frontiers in Artificial Intelligence and Applications (pp 249-258). IOS Press. https://doi.org/10.3233/FAIA220346. [BibTeX]
Borja Velasco-Regulez,  Jose L. Fernandez-Marquez,  Nerea Luqui,  Jesus Cerquides,  Josep Analia Fukelman,  & Josep Perelló (2022). Is the phase of the menstrual cycle relevant when getting the covid-19 vaccine?. American Journal of Obstetrics and Gynecology, 227, 913-915. https://doi.org/10.1016/j.ajog.2022.07.052. [BibTeX]  [PDF]
Jerónimo Hernández-González,  Olga Valls,  Adrián Torres-Martín,  & Jesús Cerquides (2022). Modeling three sources of uncertainty in assisted reproductive technologies with probabilistic graphical models. Computers in Biology and Medicine, 150, 106160. https://doi.org/10.1016/j.compbiomed.2022.106160. [BibTeX]  [PDF]
Borja Velasco,  Jesus Cerquides,  & Josep Lluis Arcos (2022). Multi-valued Treatment Effect Estimation for Health Technology Assessment with a Neural Network. NeurIPS 2022 Workshop on Causality for Real-world Impact . [BibTeX]  [PDF]
Nuria Correa,  Jesús Cerquides,  Josep Lluis Arcos,  & Rita Vassena (2022). Supporting first FSH dosage for ovarian stimulation with machine learning. Reproductive Biomedicine Online. https://doi.org/10.1016/j.rbmo.2022.06.010. [BibTeX]
2021
Emma Segura,  Jennifer Grau-Sánchez,  David Sanchez-Pinsach,  Myriam De-la-Cruz,  Esther Duarte,  Josep Lluis Arcos,  & Antoni Rodríguez-Fornells (2021). Designing an app for home-based enriched Music-supported Therapy in the rehabilitation of patients with chronic stroke: a pilot feasibility study. Brain Injury, 35, 1585-1597. https://doi.org/10.1080/02699052.2021.1975819. [BibTeX]