Josep Lluís
Arcos
Scientific Researcher
Project Coach (Management Team)
Learning Systems
Research areas:
- Machine Learning
- Optimisation
- Deep Learning
- Image Segmentation
- Probabilistic Graphical Models
- Causal Inference
- Time Series Analysis
- Case-Based Reasoning
- Virtual reality
Impact areas:
- Healthcare
- Cultural Heritage
SDGs:
- GOAL 03: Good Health and Well-being
- GOAL 11: Sustainable Cities and Communities
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]
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]
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]
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,
Jesus Cerquides,
& Josep Lluis Arcos
(2022).
Hydranet: A Neural Network for the estimation of Multi-valued Treatment Effects.
NeurIPS 2022 Workshop on Causality for Real-world Impact
.
[BibTeX]
[PDF]
Borja Velasco,
Jose L Fernandez-Marquez,
Nerea Luqui,
Jesus Cerquides,
Josep Lluis Arcos,
Analia Fukelman,
& Josep Perelló
(2022).
Is the phase of the menstrual cycle relevant when getting the covid-19 vaccine?.
American Journal of Obstetrics & Gynecology.
[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]
Núria Correa,
Jesús Cerquides,
Josep Lluis Arcos,
& Rita Vassena
(2021).
Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation.
Human Reproduction, 36.
https://doi.org/10.1093/humrep/deab130.636.
[BibTeX]
Jennifer Grau-Sánchez,
Emma Segura,
David Sanchez-Pinsach,
Preeti Raghavan,
Thomas F. Münte,
Anna Marie Palumbo,
Alan Turry,
Esther Duarte,
Särkämö Särkämö,
Jesus Cerquides,
Josep Lluis Arcos,
& Antoni Rodriguez-Fornells
(2021).
Enriched Music-supported Therapy for chronic stroke patients: a study protocol of a randomised controlled trial.
BMC Neurology, 21.
https://doi.org/10.1186/s12883-020-02019-1.
[BibTeX]
[PDF]
Emma Segura,
Jennifer Grau-Sánchez,
David Sanchez-Pinsach,
Esther Duarte,
Josep Lluis Arcos,
& Antoni Rodríguez-Fornells
(2021).
Enriched music-supported therapy in the improvement of motor function and quality of life of chronic stroke patients: a pilot study.
NeuroMusic VII
.
[BibTeX]
Núria Correa,
Rita Vassena,
Jesus Cerquides,
& Josep Lluis Arcos
(2021).
Limits of conventional Machine Learning methods to predict pregnancy and multiple pregnancy after embryo transfer.
Ada Valls, & Mateu Villaret (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 245-253).
IOS Press.
[BibTeX]
N. Corre Mañas,
F Rodríguez,
J Cerquides,
J L Arcos,
& R Vassena
(2021).
{P–637 Development and validation of an Artificial Intelligence algorithm that matches a clinician ability to select the best follitropin dose for ovarian stimulation}.
Human Reproduction, 36.
https://doi.org/10.1093/humrep/deab130.636.
[BibTeX]
2020
Oguz Mulayim,
& Josep Lluis Arcos
(2020).
Fast anytime retrieval with confidence in large-scale temporal case bases.
Knowledge-Based Systems, 206, 106374.
https://doi.org/10.1016/j.knosys.2020.106374.
[BibTeX]
[PDF]
Anna Puig,
Inmaculada Rodríguez,
Josep Ll Arcos,
Juan A. Rodríguez-Aguilar,
Sergi Cebrián,
Anton Bogdanovych,
Núria Morera,
Antoni Palomo,
& Raquel Piqué
(2020).
Lessons learned from supplementing archaeological museum exhibitions with virtual reality.
Virtual Reality, 24, 343--358.
[BibTeX]
[PDF]
2019
David Sanchez-Pinsach,
Oguz Mulayim,
Jennifer Grau-Sánchez,
Emma Segura,
Berta Juan-Corbella,
Josep Lluis Arcos,
Jesus Cerquides,
Monique Messaggi-Sartor,
Esther Duarte,
& Antoni Rodriguez-Fornells
(2019).
Design of an AI Platform to Support Home-Based Self-Training Music Interventions for Chronic Stroke Patients.
Jordi Sabater-Mir, Vicenç Torra, Isabel Aguilo, & Manuel González-Hidalgo (Eds.),
Frontiers in Artificial Intelligence and Applications (pp 170--175).
IOS Press.
https://doi.org/10.3233/FAIA190120.
[BibTeX]
Inmaculada Rodriguez,
Anna Puig,
Juan A. Rodríguez-Aguilar,
Josep Lluis Arcos,
Sergi Cebrián,
Anton Bogdanovych,
Núria Morera,
Raquel Piqué,
& Antoni Palomo
(2019).
On the Relationship between Subjective and Objective Measures of Virtual Reality Experiences: a Case Study of a Serious Game.
International Symposium on Gamification and Games for Learning (GamiLearn 2019)
.
CEUR-WS.org.
[BibTeX]
2018
Sergi Cebrián,
Núria Morera,
Joan Anton Barceló,
Igor Bogdanovic,
Oriol López-Bultó,
Ivan Campana,
Antoni Palomo,
Raquel Piqué,
Jordi Revelles,
Xavier Terradas,
Josep Lluis Arcos,
Juan A. Rodríguez-Aguilar,
Anton Bogdanovych,
Simeon Simoff,
Tomas Trescak,
Inmaculada Rodriguez,
& Anna Puig
(2018).
Beyond the Virtual Reconstruction of an Archaeological Settlement.
Computer Applications and Quantitative Methods in Archaeology (CAA) international conference
.
[BibTeX]
Oguz Mulayim,
& Josep Lluis Arcos
(2018).
Perks of Being Lazy: Boosting Retrieval Performance.
Twenty-Sixth International Conference on Case-Based Reasoning
.
https://doi.org/10.1007/978-3-030-01081-2_21.
[BibTeX]
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