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Translational Medicine / 转化医学Single-Cell Genomics, Deep Learning Genomics

Oliver Stegle

PhD

🏢German Cancer Research Center / EMBL🌐Germany

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👥Biography 个人简介

Oliver Stegle at DKFZ/EMBL has contributed to developing deep learning methods for single-cell genomics analysis, including approaches for integrating multi-modal single-cell data (transcriptomics, chromatin accessibility, protein). His work on probabilistic models and deep learning for single-cell cancer data has advanced computational cancer biology.

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🧪Research Fields 研究领域

single-cell analysis cancer
variational autoencoder scRNA
SCVI deep learning genomics
multi-modal single-cell cancer
genomics deep learning cancer

🎓Key Contributions 主要贡献

Representative Works 代表性著作

📄Data Sources 数据来源

Last updated: 2026-03-01 | All information from publicly available academic sources

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