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orcid publication
Making multi-omics data accessible to researchers
orcid publication
Padhoc: a computational pipeline for pathway reconstruction on the fly
orcid publication
Undisclosed, unmet and neglected challenges in multi-omics studies
orcid publication
MAMBA: a model-driven, constraint-based multiomic integration method
orcid publication
Biological databases in the age of generative artificial intelligence
orcid publication
Profiling the epigenome using long-read sequencing
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MOSim bulk and single cell multi layer regulatory network simulator
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Transcriptomics in the era of long-read sequencing
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Pollination Management in Stone Fruit Crops
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Pollination requirements of new apricot (Prunus armeniaca L.) cultivars
research line
BCR and TCR repertoire analysis
orcid publication
Teleost IgM+ plasma-like cells: beyond antibody secretion
project
Adjuvants and immunomodulators
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Personalized risk predictor for acute cellular rejection in lung transplant using soluble CD31
We evaluated the contribution of artificial intelligence in predicting the risk of acute cellular rejection...
orcid publication
A deep learning approach to evaluate intestinal fibrosis in magnetic resonance imaging models
Fibrosis may be introduced as a severe complication of inflammatory bowel disease (IBD). This is...
project
VetBioNet
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Plasma proteome dynamics of COVID-19 severity learnt by a graph convolutional network of multi-scale topology
Efforts to understand the molecular mechanisms of COVID-19 have led to the identification of ACE2...
orcid publication
Deciphering the Dynamic Molecular Program of Radiation-Induced Endothelial Senescence
Radiation-induced cellular senescence is a double-edged sword, acting as both a tumor suppression process limiting tumor proliferation,...
orcid publication
Deep models of integrated multiscale molecular data decipher the endothelial cell response to ionizing radiation
The vascular endothelium is a hot spot in the response to radiation therapy for both...
research line
Optimize novel vaccination strategies for aquaculture
project
MMD-LLC
Modélisation multimodale et dynamique de l’évolution de la Leucémie Lymphoïde Chronique
research group
Machine Learning in Multi-Omics (MLiMO)
At MLiMO, we harness advanced machine learning and integrative multi-omics approaches to unravel the complexity...
orcid publication
Colonic MicroRNA Profiles, Identified by a Deep Learning Algorithm, That Predict Responses to Therapy of Patients With Acute Severe Ulcerative Colitis
We developed, DEEPCOL, an algorithm that identifies patients with ASUC who respond vs do not...
orcid publication
Male sex in houseflies is determined by Mdmd, a paralog of the generic splice factor gene CWC22
Across species, animals have diverse sex determination pathways, each consisting of a hierarchical cascade of...
research line
Translational Applications in the global LIfE area
Applying our findings to improve clinical outcomes and foster sustainable agricultural practices.
research line
Tumour/Virus/Bac Microenvironments
Investigating the dynamics of tumour/virus/bacteria–host interactions, focusing on immune modulation and spatial heterogeneity.
research line
Multi-omics Integration
Combining genomics, transcriptomics, proteomics, and spatial data to achieve a holistic view of biological systems.
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