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Gunnar Rätsch

ETH Zurich · Computer Science
machine learning computational genomics biomedical data science cancer research

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Prof. Dr. Gunnar Rätsch is a Full Professor in the Department of Computer Science at ETH Zurich. His research focuses on biomedical data science, machine learning, computational genomics, and cancer research. Prof. Rätsch's work explores the application of computational methods to biological and medical data, with an emphasis on advancing understanding and treatment in cancer research. His profile page provides additional details about his research and academic contributions.


Scholar profile summary
Scholar-generated biography

Gunnar Rätsch is a Professor at ETH Zürich, specializing in Machine Learning, Computational Biology, Genetics, Cancer, and Health Informatics. His research focuses on developing machine learning algorithms for biological data analysis, including kernel-based methods, support vector machines, and deep learning techniques. He has contributed to pan-cancer genome analysis, RNA-seq transcript reconstruction, and the study of genetic diversity in plants. His work also explores the application of machine learning in health informatics and ecological modeling. Rätsch's research bridges computational methods with biological and medical challenges, emphasizing the integration of diverse data sources for improved understanding and prediction in complex systems.

Source: google_scholar · 99 words
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