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ELLIS fosters international collaboration across domains, connecting top researchers while investing in the next generation of AI talent.
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ELLIS Members are leading scientists in machine learning and AI, shaping Europe's global position in these fields.
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ELLIS is a pan-European AI network of excellence built upon machine learning as the driver for modern AI.
Jiawei Luo
PhD
German Cancer Research Center (DKFZ)
DNA Language Model for Cell Type-Specific Functional Genomics and Personalized Genomes
Understanding the cellular functions and heterogeneity is fundamental to the field of biology and medicine. Advances in sequencing technologies have enabled the generation of vast amounts of genetic and single-cell data, which offer unprecedented opportunities to explore the complexities of cellular biology. Our focus is on utilizing DNA language models to predict cell-type specific gene expression and extend these predictions to personalized genomes. By integrating sequence modeling with single-cell analysis, we aim to achieve a comprehensive understanding of cellular biology, ultimately enhancing insights into cellular functions and personalized medicine.
Academic Track
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