Alicia Quirós Carretero (MSc. Math. UAM ’03; PhD. URJC’09), Assistant Professor. Previously, she was teaching assistant for 4 years and a research fellow for 2 years at the Universidad Rey Juan Carlos. Her research area of interest focuses on various applications of Bayesian inference, especially in the field of medical imaging. She has been visiting, with pre-doctoral research grants, the Univerdidade Federal do Rio de Janeiro (Brazil), the Trinity College Dublin (Ireland) and the Univertà Degli Studi di Cagliari (Italy). She has participated in more than 10 research projects and has publications in international journals such as NeuroImage and Bayesian Analysis.

Inicio

MSc. Mathematics, Universidad Autónoma de Madrid, Spain (2003) and PhD. Statistics, Universidad Rey Juan Carlos, Spain (2009).

Inicio

• Telecommunications Engineering

Telecommunications Engineering

Inicio

Applied Bayesian Inference

Applied Bayesian Statistics: + Medical images analysis + Image analysis + Goodness-of-fit of statistical models + Survival analysis of clinical data

Knowledge Area: Statistics and Operations Research

Category: Statistics

More Information

Inicio

Book Chapters in Spanish

[1] A. Quirós, "Bayesian Learning for Neural Networks", , 31-38 (Accepted)

International Book Chapters

[1] A. Quirós, "A fully Bayesian two-stage model for detecting brain activity in fMRI", Lecture notes on Computer Science, Vol. 4345, 334-345 (Accepted)

Papers in International Journals

[1] A. Quirós, "Bayesian spatiotemporal model of fmri data", NeuroImage, Vol. 49, n. 1, 442-456, EEUU (Accepted)

[2] A. Quirós, "Bayesian spatiotemporal model of fmri data using transfer functions", NeuroImage, Vol. 52, n. 3, 995-1004, EEUU (Accepted)

[3] A. Quirós, "Goodness-of-fit of conditional regression models for multiple imputation", Bayesian Analysis, Vol. 6, 429-456 (Accepted)

International Conferences

[1] A. Quirós, "Brain Activity Detection – Statistical Analysis of fMRI Data", BIOSIGNALS 2009, 434-439, Oporto (Portugal) (Accepted)

[2] A. Quirós, "Bayesian factor analysis using Gaussian mixture sources, with applications to separation of the cosmic microwave background", 2nd International Workshop on Cognitive Information Processing, 198-202, Elba (Francia) (Accepted)

[3] A. Quirós, "Dependent Gaussian Mixture Models for Source Separation", 19th European Signal Processing Conference, 1723-1727, Barcelona (Spain) (Accepted)

Inicio