Antiguos Compañeros

Estibaliz Gómez de Mariscal

Gómez de Mariscal


Estibaliz Gómez de Mariscal is graduated in Mathematics at the Universidad del País Vasco in 2014. She studied at the University of Copenhagen, Denmark for 11 months in 2012 as an ERASMUS student and obtained her M.Sc. in Statistical and Computational Data Processing (specialized in IRT image processing) from the Universidad Complutense de Madrid and Universidad Politécnica de Madrid in 2016. She is currently working as a predoctoral researcher in the Biomedical Imaging and Instrumentation Group (BIIG). Her main areas of interest are medical image processing, biostatistics, design and application of machine learning algorithms, and data mining.


Selected Publications

Confronting p-hacking: addressing p-value dependence on sample size
E. Gómez-de-Mariscal, A. Sneider, H. Jayatilaka, J.M. Phillip, D. Wirtz, A. Muñoz-Barrutia
DOI:, BioRxiv, 2019

DeepImageJ: A user-friendly plugin to run deep learning models in ImageJ
E. Gómez-de-Mariscal, C. García-López-de-Haro, L. Donati, M. Unser, A. Muñoz-Barrutia, D. Sage
DOI:, BioRxiv, 2019

Deep-Learning-Based Segmentation of Small Extracellular Vesicles in Transmission Electron Microscopy Images
E. Gómez-de-Mariscal, M. Maška, A. Kotrbová, V. Pospíchalová, P. Matula, A. Muñoz-Barrutia 
DOI:, Scientific Reports, 2019

PET Texture Analysis: Dois it Have Clinical Significance in Locally Advanced Rectal Cancer?
P. Martín-González, E. Gómez de Mariscal, M. E. Martino, P. M. Gordaliza, J. L. Carreras, F. A. Calvo, J. Pascau, M. Desco, A. Muñoz-Barrutia
XXV Congreso Anual de la Sociedad Española de Ingeniería Biomédica (CASEIB'17), 29, 30 Noviembre y 1 Diciembre 2017, Bilbao, Spain

Heterogeneity Analysis in 18F-FDG FET/CT: Does it Have Clinical Significance for Evaluating the Response to Chemoradiotherapy in Locally Advanced Rectal Cancer?
P. Martín-González, E. Martino, P. M. Gordaliza, E. Gómez de Mariscal, J. L. Carreras, F. A. Calvo, J. Pascau, M. Desco, A. Muñoz-Barrutia
Prediction and Modeling of Response to Molecular and External Beam Radiotherapies, Workshop of the European Association for Cancer Research, 20-23 September 2017, Le Bono, France.

Infrared Thermography Processing to Characterize Emotional Stress: A Pilot Study 
E. Gómez-de-Mariscal, A. Muñoz-Barrutia, J. de Frutos, A. P. González-Marcos, A. M. Ugena Martínez
8th International Conference on Pattern Recognition, (ICPRS'17), 11-13 July, 2017, Madrid, Spain


Workshops & Seminars

Spanish Portuguese Meeting for Advanced Optical Microscopy, SPAOM 2018, Granada, Spain
I. Arganda-Carreras, E. Gómez de Mariscal, A. Muñoz-Barrutia, S. Tosi
Workshop 5: Machine Learning - Deep Learning. Applications to Bioimage Analysis. Slides

New insights on 3D cell migration through the study of cellular protrusions, Madrid Seminars on Mechanobiology, 2019
E. Gómez de Mariscal, A. Muñoz-Barrutia
Watch the presentations



Machine Learning Summer School, MLSS'18, Madrid, Spain

International Computer Vision Summer School, ICVSS'18, Sicily, Italy

Advanced Methods in Biomedical Image Analysis, AMBIA'17, Brno, Czech Republic


Estibaliz Gómez de Mariscal

Biomedical Imaging Instrumentation Group
Departamento de Bioingeniería e Ingeniería Aeroespacial
Universidad Carlos III de Madrid
Avda. de la Universidad, 30
28911 Leganés. Madrid. Spain