Regular biography
Prof. Dr. Fabian Theis is affiliated with the Technical University of Munich, where he is part of the Computer Science / Electrical Engineering department. His research interests are not explicitly detailed in the provided information. Theis is listed among other professors at the university, but no further details about his academic background, achievements, or specific research areas are available.
Scholar-generated biography
Fabian J Theis is a computational biologist and machine learning researcher at Helmholtz Munich and Technical University of Munich. His work focuses on developing computational methods for analyzing large-scale biological data, particularly in single-cell genomics. Theis has contributed to the development of tools like SCANPY and Squidpy, which are widely used for single-cell RNA-seq analysis and spatial omics. His research addresses challenges in single-cell data integration, trajectory inference, and the identification of cell states. He has also explored the application of machine learning in understanding complex biological systems, including the human cell atlas and the impact of SARS-CoV-2 on host cells.