F.J. Martinez-Murcia
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All (6)
matlab (2)
project (5)
python (6)
thesis (1)

Research

Currently I research in Information Technology, inside the interdisciplinary field of Computer Aided Diagnosis, Image-based diagnosis and Statistical and Digital Signal Processing. A provisional title for all this research is Computed Aided Diagnosis for the detection of Neurodegenerative Disorders using Medical Imaging.

During this period I have belonged to the Signal Processing and Biomedical Applications (SiPBA) research group, and I have written or contributed to several publications.


Research projects

ML2BRAIN
python
project

Machine Learning to study Music and Language in the Brain.

F.J. Martinez-Murcia
Apr 1, 2025

LATiDOS
python
project

LATent variable models to Determine the Onset of neurodegenerative Symptoms.

F.J. Martinez-Murcia
Sep 1, 2023

BrainSimulator
python
project

Functional brain image synthesis using the KDE or MVN distribution.

F.J. Martinez-Murcia
Nov 30, 2017

Doctoral Thesis
python
matlab
thesis

FStatistical Neuroimage Modeling, Processing and Synthesis based on Texture and Component Analysis: Tackling the Small Sample Size Problem..

F.J. Martinez-Murcia
Jun 1, 2017

Significance Weighted Principal Component Analysis (SWPCA)
python
project

Significance Weighted Principal Component Analysis (SWPCA) is a technique (1) developed to parse out the influence of a categorical variable that introduces variability in a…

F.J. Martinez-Murcia
Oct 24, 2016

Spherical Brain Mapping
python
matlab
project

The Spherical Brain Mapping (SBM) is a feature extraction and visualization framework intended to map the internal structures and features of the brain onto a 2D image that…

F.J. Martinez-Murcia
Sep 15, 2016
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