Ricardo Martins
Quantitative Neuroimaging Researcher
Coimbra, Coimbra, Portugal
Summary
👤
Senior🎓
Top SchoolRicardo Martins is a quantitative neuroimaging researcher and postdoctoral-level biomedical engineer with 10 years of experience applying signal processing, computational modeling, biostatistics, and machine learning to multimodal brain imaging (sMRI, fMRI, PET). Based at Coimbra, he designs and runs clinical studies, builds end-to-end preprocessing and analysis pipelines, and links imaging biomarkers to cognitive and behavioral profiles for patient stratification and treatment-response research. His background in robotics and sensor fusion informs a systems-level approach to experimental integration—simultaneously acquiring imaging, behavioral, and stimulation data—and he has hands-on expertise with tracer kinetic modeling across a wide range of PET ligands. He routinely supervises MSc/PhD students and research staff, translating complex methods into reproducible pipelines, and combines deep academic training (PhD in ECE with robotics specialization) with practical engineering across MATLAB, Python and C++ toolchains.
10 years of coding experience
1 year of employment as a software developer
Master's degree, Biomedical/Medical Engineering, 18/20, Master's degree, Biomedical/Medical Engineering, 18/20 at University of CoimbraDoctor of Philosophy - PhD, Electrical and Computer Engineering (specialization robotics and automation), Doctor of Philosophy - PhD, Electrical and Computer Engineering (specialization robotics and automation) at Universidade de Coimbra
Github Skills (38)
writers9
mri8
organize8
jekyll7
connectivity7
jekyll-theme7
bids6
liquid6
image-registration6
neuroimaging6
statistics6
minima6
python6
matplotlib6
neuroscience5
Programming languages (6)
Github contributions (5)
Contributions:5 pushes, 1 branch in 5 years 10 months
rmartins-net/Reconstruction-of-octrees-from-3D-point-cloud
Apr 2018 - Aug 2021
Contributions:8 commits, 7 pushes, 1 branch in 3 years 4 months
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