The diiP Institute promotes interdisciplinary innovation in data science and data intelligence. It offers support through three key programs: PhD Scholarships, Strategic Projects, and Master’s Internships. To explore current and past project opportunities, visit the Opportunities section. For details on all diiP-funded projects, navigate to diiP Projects.
OPPORTUNITIES
PhD SCHOLARSHIP/ DIAI
STRATEGIC PROJECT CALL
MASTERS PROJECT CALL
DiiP PROJECTS
PhD PROJECTS/ DIAI
STRATEGIC PROJECTS
MASTERS PROJECTS
DiiP Projects
Modeling genetic pleiotropy using machine learning to understand the human genetic architecture
2022Masters Projects@Mathematics and Statistics +Computer Science+Biology+Medicine #statistical genetics#pleiotropy#complex traits and diseases#post-genomic data#machine learning#GPU programming Project SummaryNowadays in human genetics, one particular concept seems...
Automatic detection and location of hydro-acoustic signals linked to Mayotte submarine eruption
2022Masters Projects@Earth Sciences and Geosciences +Computer Science+Mathematics/Statistics #Mayotte#hydro-acoustic event#template matching Project SummarySubmarine volcanic eruptions generate numerous seismic and hydro-acoustic signals (West Mata, Axial Seamount)...
Diffusion Models Based Unpaired Image-to-Image Translation to Reveal Subtle Phenotypes
2023Masters Projects@Computer Science +Mathematics/Statistics+Biology+neurodevelopment #Image-to-image translation#Deep generative models#Diffusion models#Subtle Phenotypes#Neurodevelopment Project SummaryUnpaired image-to-image translation methods aim at learning a...
Deep Mendelian Randomization: explaining causality between different hereditary traits at genome-wide scale
2024 Master's Projects@Mathematics/Statistics #Mendelian Randomization#Deep Learning#Double Machine Learning#Genomics#Pleiotropy Project Summary Mendelian Randomization is a method that infers the causality between risk factors and diseases using genetic variants as...
Deep Learning-based EEG Epilepsy Detection and Analysis
2022Masters Projects@Neuroscience +Computer Science #EEG#epilepsy#epileptic pattern detection and analysis Project SummaryElectroencephalogram (EEG) is one of the most common and essential medical signal collected by neural scientists for the analysis of nerve...
Machine Learning techniques applied to eye movement analysis for early screening of learning disorders in young children
2021Masters Projects@Neuroscience +Computer Science #eye movement#learning disorders#machine learning Project SummaryThere is a longstanding controversy about the existence of eye movement disorders and their role in dyslexia and school learning disorders. Using...
Deep learning to model genetic pleiotropy to understand the human genetic architecture
2023Masters Projects@Computer Science +Mathematics/Statistics+Biology #Pleiotropy#Deep Learning#Convolutional neural network Project Summaryto be updated. Marie Verbanck Projects in the same discipline
Investigating regulatory B cell differentiation and their therapeutic effect in neuroinflammatory disease through single cell analyses and computational biology
2022Masters Projects@Computer Science +Mathematics/Statistics+Biology+Neuroscience #Systems Biology#Artificial Intelligence#Computational Sciences#Cell therapy#cell differentiation#neuroinflammation#high content single cell analyses Project Summaryto be updated. Simon...
Identification of image circulation by AI in large collections of historical photographs
2024 Master's Projects @Computer Science#computer vision#digital humanities#artificial intelligence#history of photography Project Summary There is a blind spot for both the humanities and computer science when one considers the mass of heritage photographs now...
Prediction of protein-carbohydrate binding sites using deep learning methods
2023Masters Projects@Biology +Computer Science+Mathematics/Statistics+Chemistry+Bioinformatics #protein-carbohydrate interactions#deep learning#structural bioinformatics Project Summaryto be updated. Tatiana Galochkina Projects in the same discipline