Profile (CV) of the research teaching staff

Journal articles

• Aznar-Gimeno, Rocío; García-González, María Asunción; Muñoz-Sierra, Rubén; Carrera-Lasfuentes, Patricia; Rodrigálvarez-Chamarro, María de la Vega; González-Muñoz, Carlos; Meléndez-Estrada, Enrique; Lanas, Ángel; Hoyo-Alonso, Rafael del. GastricAITool: A Clinical Decision Support Tool for the Diagnosis and Prognosis of Gastric Cancer. BIOMEDICINES. 2024. DOI: 10.3390/biomedicines12092162
  
  
• Aznar-Gimeno, Rocío; Esteban, Luis M.; Sanz, Gerardo; Hoyo-Alonso, Rafael del. Comparing the Min–Max–Median/IQR Approach with the Min–Max Approach, Logistic Regression and XGBoost, maximising the Youden index. SYMMETRY. 2023. DOI: 10.3390/sym15030756
  
  
• Gargallo-Puyuelo, C.J.; Aznar-Gimeno, R.; Carrera-Lasfuentes, P.; Lanas, Á.; Ferrández, Á.; Quintero, E.; Carrillo, M.; Alonso-Abreu, I.; Esteban, L.M.; de la Vega Rodrigálvarez-Chamarro, M.; Hoyo-Alonso, R. Del; García-González, M.A. Predictive Value of Genetic Risk Scores in the Development of Colorectal Adenomas. DIGESTIVE DISEASES AND SCIENCES. 2022. DOI: 10.1007/s10620-021-07218-5
  
  
• Aznar-Gimeno, Rocío; Esteban, Luis M.; Hoyo-Alonso, Rafael Del; Borque-Fernando, Ángel; Sanz, Gerardo. A stepwise algorithm for linearly combining biomakers under Youden Index maximisation. MATHEMATICS. 2022. DOI: 10.3390/math10081221
  
  
• Savirón-Cornudella, Ricardo; Esteban, Luis Mariano; Aznar-Gimeno, Rocio; Dieste-Pérez, Peña; Pérez-López, Faustino R.; Campillos, Jose M.; Castán-Larraz, Beatriz; Sanz, Gerardo; Tajada-Duaso, Mauricio. Prediction of late-onset small for gestational age and fetal growth restriction by fetal biometry at 35 weeks and impact of ultrasound–delivery interval: comparison of six fetal growth standards. JOURNAL OF CLINICAL MEDICINE. 2021. DOI: 10.3390/jcm10132984
  
  
• Aznar-Gimeno, R.; Carrera-Lasfuentes, P.; Del-Hoyo-Alonso, R.; Doblare, M.; Lanas, A. Evidence-based selection on the appropriate FIT cut-off point in CRC screening programs in the COVID pandemic. FRONTIERS IN MEDICINE. 2021. DOI: 10.3389/fmed.2021.712040
  
  
• Savirón-Cornudella, R.; Esteban, L.M.; Aznar-Gimeno, R.; Dieste Pérez, P.; Pérez-López, F.R.; Castán-Larraz, B.; Sanz, G.; Tajada-Duaso, M. Prediction of large for gestational age by ultrasound at 35 weeks and impact of ultrasound-delivery interval: Comparison of 6 standards. FETAL DIAGNOSIS AND THERAPY. 2021. DOI: 10.1159/000510020
  
  
• Aznar-Gimeno, Rocío; Esteban, Luis M.; Sanz, Gerardo; Hoyo-Alonso, Rafael Del; Savirón-Cornudella, Ricardo. Incorporating a New Summary Statistic into the Min–Max Approach: A Min–Max–Median, Min–Max–IQR Combination of Biomarkers for Maximising the Youden Index. MATHEMATICS. 2021. DOI: 10.3390/math9192497
  
  
• Aznar-Gimeno, Rocío; Paño-Pardo, J. Ramón; Esteban, Luis M.; Labata-Lezaun, Gorka; Esquillor-Rodrigo, M. José; Lanas, Angel; Abadía-Gallego, David; Diez-Fuertes, Francisco; Tellería-Orriols, Carlos; Hoyo-Alonso, Rafael Del; Serrano, M. Trinidad. Changes in severity, mortality, and virus genome among a Spanish cohort of patients hospitalized with SARS-CoV-2. SCIENTIFIC REPORTS (NATURE PUBLISHING GROUP). 2021. DOI: 10.1038/s41598-021-98308-x
  
  
• Aznar-Gimeno, Rocío; Esteban, Luis M.; Labata-Lezaun, Gorka; Hoyo-Alonso, Rafael Del; Abadia-Gallego, David; Paño-Pardo, Ramón; Esquillor-Rodrigo, M. José; Lanas, Ángel; Serrano, Trinidad. A clinical decision web to predict ICU admission or death for patients hospitalised with Covid-19 using machine learning algorithms. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 2021. DOI: 10.3390/ijerph18168677
  
  
• Aznar-Gimeno, Rocío; Labata-Lezaun, Gorka; Adell-Lamora, Ana; Abadía-Gallego, David; Del-Hoyo-Alonso, Rafael; González-Muñoz, Carlos. Deep Learning for Walking Behaviour Detection in Elderly People Using Smart Footwear. ENTROPY. 2021. DOI: 10.3390/e23060777
  
  
• Savirón-Cornudella, R.; Esteban, L.M.; Aznar-Gimeno, R.; Pérez-López, F.R.; Chóliz Ezquerro, M.; Dieste Pérez, P.; Campillos Maza, J.M.; Sanz, G.; Castan Larraz, B.; Tajada-Duaso, M. A cohort study of fetal growth in twin pregnancies by chorionicity: comparison with European and American standards. EUROPEAN JOURNAL OF OBSTETRICS AND GYNECOLOGY AND REPRODUCTIVE BIOLOGY. 2020. DOI: 10.1016/j.ejogrb.2020.08.044
  
  

Scientific chapters

• Analysis and Curation of the Database of a Colo-Rectal Cancer Screening Program. Aznar Gimeno, Rocio Carrera-Lasfuentes, Patricia ; Rodrigalvarez-Chamarro, Vega ; del-Hoyo-Alonso, Rafael ; Lanas, Angel ; Doblare, Manuel. DATA INTEGRITY AND QUALITY. 2021
  
  

Supervision of master's theses

• Técnicas y modelos de Inteligencia Artificial para el diagnóstico y evaluación del riesgo de cáncer. Universidad de Zaragoza. Matrícula de honor. 09/02/24
  
  

Software protection

• Paquete de Software PTwins para lenguaje de programación R. AZNAR GIMENO, ROCIO - ESTEBAN ESCAÑO, LUIS MARIANO - SAVIRÓN CORNUDELLA, RICARDO MARIANO - SANZ SÁIZ, GERARDO
  
  
• Paquete de Software SLModels para lenguaje de programación R. HOYO ALONSO, RAFAEL DEL - SANZ SÁIZ, GERARDO - AZNAR GIMENO, ROCIO - ESTEBAN ESCAÑO, LUIS MARIANO
  
  

Participation in conferences

• Iuma Days on Maths in Medicine. Participativo - Ponencia oral (comunicación oral). Zaragoza. 15/03/24
  
  
• XI International Conference BIFI 2024. Participativo - Ponencia oral (comunicación oral). AI and Statistics for Disease Prevention: Practical Cases, Challenges, and Achievements. Zaragoza. 17/01/24
  
  
• 44th Annual Conference of the International Society for Clinical Biostatistics. Participativo - Póster. Milan. 30/08/23
  
  
• XI National Conference BIFI 2023. Participativo - Póster. Min-Max-Median, Min-Max-IQR approaches: Comparison with Min-Max approach, Logistic Regression and XGBoost, maximising the Youden Index. Zaragoza. 26/01/23
  
  
• XXXIX Congreso Nacional de Estadística e Investigación Operativa SEIO2022. Participativo - Ponencia oral (comunicación oral). Algoritmo Min-Max-Median para problemas de clasificación binaria. Granada. 07/06/22
  
  
• 41st Annual Conference of the International Society for Clinical Biostatistics. Participativo - Ponencia oral (comunicación oral). Comparison of methods for the linear combination of biomarkers under Youden Index optimisation criterion. Krakow. 25/08/20
  
  
• XI Jornadas de Usuarios de R. Participativo - Ponencia oral (comunicación oral). Modelos mixtos multinivel: Una aplicación de la librería lme4 para estimar el percentil de peso fetal en embarazos gemelares. Madrid. 14/11/19
  
  
• Statistical Analysis of Multioutcome Data. Participativo - Póster. Retrospective longitudinal study to predict fetus weight percentile in twinpregnancies using mixed linear models. Manchester. 06/06/19
  
  
• 34th Congress of the Spanish Society for NLP. Participativo - Ponencia oral (comunicación oral). Monitorización de Social Media. Sevilla. 19/09/18
  
  
• CERI '18: Proceedings of the 5th Spanish Conference on Information Retrieval. Participativo - Ponencia oral (comunicación oral). Towards a Structured Representation of Results in an Information Retrieval System for Public Examination Calls. Zaragoza. 25/06/18
  
  

UNIZAR teaching of the last six courses

• Neural networks and deep learning. Bachelor's Degree in Industrial Processes' Data Engineering. During academic year 2024-25
  
  
• Operative research. Bachelor's Degree in Industrial Organisational Engineering. During academic year 2023-24