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.

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OPPORTUNITIES

PhD SCHOLARSHIP/ DIAI

STRATEGIC PROJECT CALL

MASTERS PROJECT CALL

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DiiP PROJECTS

PhD PROJECTS/ DIAI

STRATEGIC PROJECTS

MASTERS PROJECTS

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DiiP Projects

Towards design of protein knottin using deep learning

2024 Master's Projects@Biology #Transformers network finetuning#Structural bioinformatics#Protein/peptide prediction interaction#Knottin Project Summary The Project explores the design of protein knottins to target P-selectin and integrins involved in vaso-occlusive...

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...

Combining visual and textual informations for enhancing image retrieval systems in radiological practices

2021Masters Projects@Computer Science +Medicine #medical imaging#computer vision#content-based image retrieval#data intelligent search#deep learning#fusion of image and text#MRI Project SummaryThe field of diagnostic imaging in Radiology has experienced tremendous...

Mining molecular dynamics open data

2023Masters Projects@Biology +Computer Science+Linguistics #RNA modeling#force-field optimization#biomolecular simulations Project Summaryto be updated. Pierre Poulain Projects in the same discipline

Multimodal assessment of the depth of sedation of severely ill patients in intensive care unit

2023Strategic Projects@Computer Science +Mathematics/Statistics+Engineering+Medicine+Neuroscience #anesthesia#signal processing#symbolic representations#physiological signals Project Summaryto be updated. Laurent Oudre Projects in the same discipline

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...

Influence of blood pressure and aqueous humor dynamics on the response to glaucoma medication: a data-driven computational study

2021Masters Projects@Mathematics and Statistics +Computer Science+Mathematics/Statistics+Engineering+Medicine #data-driven computational study#mathematical modeling#glaucoma#enhanced data set Project SummaryIntraocular pressure (IOP) is the pressure created by the...

ComplexNeuroViz: Complexity Visualisation for Neural Machine Translation

2021Masters Projects@Linguistics +Computer Science #XAI (Explainable Artificial intelligence)#neural networks#neural machine translation#dataviz#linguistic complexity Project SummaryThis project aims at improving visualisation of neural networks when they process...

PARKER — Planetary lidAR seeKing for lifE signatuRe

2021Strategic Projects@Earth Sciences and Geosciences +Mathematics/Statistics+Physics/Astronomy #LiDAR#surface of planets#image processing#geomorphology#critical zone#biomass#signal processing#aliasing Project SummaryThe topography of planets bear the imprint of the...

Digital Pathology: when AI meets with anatomo-pathology

2021 Strategic Projects @Computer Science +Engineering+Biology+Medicine #Digital Pathology#Immuno-therapy#Computer Vision#Deep Learning Project Summary The fundamental question we address is: How to predict immunotherapy-related gene classes of tumor just by the...