Concepción Violán

According to our database, Concepción Violán authored at least 4 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Development of Attention-based Prediction Models for All-cause Mortality, Home Care Need, and Nursing Home Admission in Ageing Adults in Spain Using Longitudinal Electronic Health Record Data.

Lucia A. Carrasco-Ribelles, Margarita Cabrera-Bean, Sara Khalid, Albert Roso-Llorach, Concepción Violán

J. Medical Syst., December, 2025

Is Fine-Tuning Useful in EHR-Based Prediction Models? a Use Case on Mortality Prediction with Longitudinal Data from Spanish (SIDIAP) and UK (CPRD) Populations Aged Over 65 Years.

Lucia A. Carrasco-Ribelles, Margarita Cabrera-Bean, Albert Prats-Uribe, Sara Khalid, Concepción Violán

Proceedings of the 38th IEEE International Symposium on Computer-Based Medical Systems, 2025

2023

Prediction models using artificial intelligence and longitudinal data from electronic health records: a systematic methodological review.

Lucia A. Carrasco-Ribelles, Jose Llanes-Jurado, Carlos Gallego-Moll, Margarita Cabrera-Bean, Mònica Monteagudo-Zaragoza, Concepción Violán, Edurne Zabaleta-del-Olmo

J. Am. Medical Informatics Assoc., November, 2023

2020

Autoencoders for health improvement by compressing the set of patient features.

Margarita Cabrera-Bean, Victor J. Pereira Dos Santos, Albert Roso-Llorach, Sergio Fernández-Bertolín, Josep Vidal, Concepción Violán

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020