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Nico Pfeifer

Researcher at University of Tübingen

Publications -  96
Citations -  4825

Nico Pfeifer is an academic researcher from University of Tübingen. The author has contributed to research in topics: Computer science & Antibody. The author has an hindex of 27, co-authored 84 publications receiving 3772 citations. Previous affiliations of Nico Pfeifer include Max Planck Society & Microsoft.

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TOPP---the OpenMS proteomics pipeline

TL;DR: The basic concepts and the current abilities of TOPP are described and illustrated in the context of two example applications: the identification of peptides from a raw dataset through database search and the complex analysis of a standard addition experiment for the absolute quantitation of biomarkers.
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A genome-to-genome analysis of associations between human genetic variation, HIV-1 sequence diversity, and viral control

TL;DR: Two critical advantages to the use of viral variation for identifying host factors are identified: (1) association signals are much stronger for HIV-1 sequence variants than VL, reflecting the ‘intermediate phenotype’ nature of viral variations; (2) association testing can be run without any clinical data.
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Integrating different data types by regularized unsupervised multiple kernel learning with application to cancer subtype discovery.

TL;DR: Current multiple kernel learning for dimensionality reduction approaches are applied and extended, and it is shown that one can even use several kernels per data type and thereby alleviate the user from having to choose the best kernel functions and kernel parameters for each data type beforehand.