
A Master's Degree with a clear orientation internship
The Master's Degree has an orientation internship: from the first day, each student will start a project on his or her area of interest to apply in a real case the IT tools explained in the subjects.
The TFM (30 ECTS credit) is a work directed by a tutor, who must first meet with the student. It begins on the first day of the course and constitutes the pivot around which the Master's Degree revolves.


PROJECTS CARRIED OUT IN RECENT YEARS 
Master's Thesis
project 01 - ASSIGNED
degree scroll: Dissection of clinically significant vulnerabilities in breast cancer radio-resistance
project 02 - ASSIGNED
degree scroll: Artificial Intelligence applied to Structures RNA Structures
project 03
degree scroll: Artificial Intelligence (AI) to define actionable genetic risk predictors
project 04
degree scroll: Endothelial Cell Heterogeneity in Adipose Tissues: Understanding Cell Population Dynamics in Response to Diet Using scRNA Sequencing
project 05 - ASSIGNED
degree scroll: Characterization of presentation in lung cancer metastases
project 06
degree scroll: The role of Machine Learning in Radiopharmaceutical Therapy
project - ASSIGNED
degree scroll: Optimization of a metataxonomic analysis pipeline based on ONT long reads
project 08 - ASSIGNED
degree scroll: Metabolomic and microbiota biomarkers in relation to per diem expenses metabolic disease
project 09 - ASSIGNED
degree scroll: Mass drug repositioning using Graph Neural Networks
project 10 - ASSIGNED
degree scroll: data analysis of dynamic particle systems
project 11 - ASSIGNED
degree scroll: development sustainable polymeric materials through photo-crosslinking
project 12 - ASSIGNED
degree scroll: Study of bacterial and fungal communities belonging to the soil-plant system in response to the use of biostimulants on crops of agronomic interest
project 13 - ASSIGNED
degree scroll: assessment the urease inhibition capacity of soil from various plant by-products from the agri-food and paper industries.
project 14 - ASSIGNED
degree scroll: Deconvolving the DMG tumor microenvironment from spatially resolved transcriptomics using Deep Learning models
project 15 - ASSIGNED
degree scroll: Numerical Simulation of Self-Propelled Macroscopic Particles
project 01
degree scroll: development new selective adsorbent materials and their application in water treatment
project 02
degree scroll: Programming a swarm of robots
project 03
degree scroll: New Molecular Targets for CCA Treatment
project 04 ASSIGNED
degree scroll: The role of zoos in the reintroduction of endangered species
project 05
degree scroll: Precision mapping of a lymphedema genetic signature in radiotoxicity in breast cancer patients
project 06 ASSIGNED
degree scroll: Automatic contouring of organs in medical images with application in radiotherapy
project 07 ASSIGNED
degree scroll: Analysis of microproteins in search of new antitumor therapies
project 08
degree scroll: Use of convolutional neural networks to study spatial interactions between immune system cells and tumor cells in pancreatic adenocarcinoma
project 09 ASSIGNED
degree scroll: Numerical and experimental modeling of the physisorption process on surfaces
project 10 ASSIGNED
degree scroll: A new biochemical/bioinformatic tool to detect small circular RNAs
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
|
2. Control of the collective movement of self-propelled particles using photovoltaic energy |
Dto. Physics and Applied Mathematics |
Iker Zuriguel Ballaz |
available |
|
4. Thermodynamic cycles with magnetotactic bacteria |
Dto. Physics and Applied Mathematics |
Reinaldo García García |
available |
|
9. Programming mini-robots to simulate traffic jams |
Dto. Physics and Applied Mathematics |
Ángel Garcimartín Montero |
available |
| 18. Computational Mechanistic-based Modeling applied to the development of Oncolytic virus | Pharmaceutical Chemicals and Technology Dept. | José Ignacio Fernández de Trocóniz Fernández | Assigned |
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
| 3. AI-based computational pathology applied to digitized patient biopsies | Anatomy Pathology (CUN) | Carlos E de Andrea | Assigned |
| 7. Search for state-of-the-art biomarkers for early diagnosis and prognosis estimation in patients with cholangiocarcinoma (The Master's Thesis is being developed in San Sebastián). |
Liver and Gastrointestinal Diseases | Jesús María Bañales | available |
| 8. Prediction of aptamers with high affinity and specificity in silico | 3.06 | Fernando Pastor | Assigned |
| 10. Use of data hepatocellular carcinoma data to develop new therapeutic strategies | 406 CIMA / UNAV | Puri Fortes | Assigned |
|
11. Deconvolving the DMG tumor microenvironment from spatially resolved transcriptomics using Deep Learning models |
Dept. of Computational Biology |
Mikel Hernáez |
Assigned |
| 12. Deep learning for the automatic annotation of behavioral patterns in non-human primates | Systems Neuroscience Lab. CIMA. | Miguel Valencia | Assigned |
| 16. Implementation of RNAseq-based approaches to define T cell states and clonality of immunotherapy responses in lymphoma | Biochemistry and Genetics | Sergio Roa | Assigned |
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
|
1. Phenology of fauna in the MSS in the Pre-Pyrenees |
Dto. Environmental Biology |
Enrique Baquero |
available |
|
5. development new selective adsorbent materials and their application in water treatment |
Dto. Chemistry |
José Ramón Isasi |
available |
|
6. development new clean methodologies for the manufacture of phosphate fertilizers. |
Dto. Environmental Biology |
José Mª García-Mina Freire |
Assigned |
| 13. Automation in the detection of landmarks in mammalian Structures for morphological pattern analysis | Dto. Environmental Biology | David Galicia Paredes | available |
| 14. Sensitivity analysis of different SDM procedures to the degradation of accessible biological and environmental information | Dto. Environmental Biology | David Galicia Paredes | Assigned |
| 15. Exploring evolutionary relationships in the animal kingdom through molecular characters: controversial phylogenies and cryptic species | Dto. Environmental Biology | David Galicia Paredes | available |
area of Physics and Applied Mathematics
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
|
6. Analysis of experimental images using artificial intelligence techniques |
Dto. Physics and Applied Mathematics |
Wenceslao González-Viñas |
available |
|
7. assessment left atrial electrical activity in patients with atrial fibrillation (biomedical image processing) |
Dto. Physics and Applied Mathematics |
Jean. R. Bragard |
available |
|
9. Programming robots to simulate evacuations |
Dto. Physics and Applied Mathematics |
Ángel Garcimartín Montero |
Assigned |
|
10. Automated diagnostic system using blood analysis |
Dept. Physics and Applied Mathematics |
Ángel Garcimartín Montero |
available |
|
15. evaluation of motility guide patients with Parkinson's disease |
Dto. Physics and Applied Mathematics |
Javier Burguete Mas |
Assigned |
|
16. Wind Turbine Wind Speed and Active Power Short-Term Forecasting: State of the Art, Forecasting Model, and Web Application |
Dto. Physics and Applied Mathematics |
Sergio Ardanaz-Trevijano Moras |
available |
|
19. Computational applications of T-subgroup aggregation and indistinguishability |
Dto. Physics and Applied Mathematics |
Jorge Elorza |
Assigned |
|
20. Numerical study of spirals in cardiac tissue |
Dto. Physics and Applied Mathematics |
Jean Bragard |
available |
area of Bioinformatics
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
|
1. Use of data hepatocellular carcinoma data to stratify patients and predict new therapeutic strategies |
Bioinformatics Unit |
Puri Fortes |
Assigned |
| 3. Exploring evolutionary relationships in the animal kingdom through molecular characters: controversial phylogenies and cryptic species | Dto. Environmental Biology | David Galicia Paredes | Assigned |
|
11. Study of the tumor microenvironment of B-cell lymphomas using scRNAseq analysis |
Dto. Biochemistry and Genetics |
Sergio Roa |
Assigned |
|
12: Optimization of a predictor of response to immunotherapy for diffuse lymphoma, using machine learning with data |
Dto. Biochemistry and Genetics |
Francisco Javier Novo Villaverde |
Assigned |
|
13. Predicting the cellular composition and molecular makeup of the neurovascular unit using machine learning methods |
Computational Biology Program |
Mikel Hernáez |
Assigned |
|
18. Deep learning and open hardware applications in ethology: automatic annotation of behavioral patterns in animal models of neurological and neurodegenerative diseases |
Systems Neuroscience LAB |
Miguel Valencia |
Assigned |
| 21. Systems biology approaches for the treatment of mutant KRAS gastrointestinal tumors with poor prognosis | Solid Tumour Programme, CIMA - Computational Biology Programme CIMA | Silvestre Vicent | Assigned |
| 22. Studying the transition from myelodysplastic syndrome to acute myeloid leukemia from a transcriptomics perspective | Computational Biology Tecnun | Fernando Carazo | Assigned |
| 23. Deciphering Alternative Splicing and DNA Methylation Association in Head and Neck Squamous Carcinoma | Computational Biology Tecnun | Fernando Carazo | Assigned |
| 25. A Bioinformatic Methodology to Identify Small Circular RNAs. | Gene therapy and regulation of gene expression | Tomás Aragón | Assigned |
area of Biology and Environment
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
|
4. Sensitivity analysis of different SDM procedures to the degradation of accessible biological and environmental information |
Dto. Environmental Biology |
David Galicia Paredes |
available |
|
5. Automation in the detection of landmarks in mammalian Structures for the analysis of morphological patterns |
Dto. Environmental Biology |
David Galicia Paredes |
available |
|
14. Analysis of the effectiveness development European LIFE program and other international aid in biodiversity conservation |
Dto. Environmental Biology |
Rafael Miranda |
Assigned |
|
17. Exploitation of data obtained from sampling in the Sierra de Guadarrama MSS |
Dto. Environmental Biology |
Enrique Baquero |
available |
|
26.development implementation of a new financial aid tool the development marine renewable energies, under the maritime spatial approach |
Dto. Environmental Biology | Ibon Galparsoro | available |
area of Chemistry
| Title | department o laboratory | Teacher in charge | State |
|---|---|---|---|
|
2. development new selective adsorbent materials and their application in water treatment |
Dto. Chemistry |
José Ramón Isasi |
Assigned |
|
8. In silico toxicology: an overview of computational methods for the genotoxicity prediction of a series of bioactive compounds |
Technology Department and Chemistry Pharmaceuticals |
Maria Font |
available |
| 24. Hydrogel microfluidics: process optimization, characterization, and applications | Chemistry and Physics and Applied Mathematics | José Ramón Isasi | Assigned |
Commission of the Master's Degree


Dr. Ángel Garcimartín Montero
Director of the Master

Dr. Mikel Hernáez Arrazola
board member

Dr. David Galicia Paredes
Secretary
contact general:
administrative office School de Ciencias, Campus Universitario, 31009 Pamplona, Navarra, Spain
+34 948 425 600
ciencias@unav.es