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perturbational data to identify causal regulators of immune-cell states Close the loop between computational predictions and experimental validation Present your work at conferences and publish in scientific
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metabolism, cancer, regeneration and development. In this role, you will apply innovative computational approaches to analyze a broad range of single-cell and single-nucleus datasets, including RNA-seq, ATAC
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immune-cell states and predict how the immune system responds to interventions. This tight integration of experimental immunology with data-driven experiments allows us to tackle fundamental biological
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About the lab The Laboratory of Causal Systems Immunology combines causal inference, probabilistic AI and large-scale in vivo perturbation experiments to uncover how genes shape immune-cell states
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conditions, by bridging disciplines, from artificial intelligence, microelectronics, neuroengineering and nanoscience, to single-cell, imaging and molecular analysis, functional genomics and cell biology in
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Group Leader and Professor AI in Biology - Dept of Computer Science and Dept. Electrical Engineering
spatial multi-omics data; AI-based modeling of protein structure and protein interaction networks; AI-based modeling of cell morphology and tissue function using imaging and computer vision; AI models
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modeling of cell morphology and tissue function using imaging and computer vision; AI models of disease and digital twin applications. Biological applications and disease areas ideally focus on genetics and
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Network bringing together leading groups in structural biology, chemical biology, computational biology, drug discovery, and cell biology. Doctoral candidates will benefit from: International secondments
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research and to drive in vitro drug target and mechanistic discovery efforts using 3D triple culture system based on iPSCs. The cell lines will be derived from participants of the Flemish Cognitive Compass
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research and to drive in vitro drug target and mechanistic discovery efforts using 3D triple culture system based on iPSCs. The cell lines will be derived from participants of the Flemish Cognitive Compass