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Rainer Spang

Researcher at University of Regensburg

Publications -  171
Citations -  11726

Rainer Spang is an academic researcher from University of Regensburg. The author has contributed to research in topics: Gene expression profiling & Diffuse large B-cell lymphoma. The author has an hindex of 48, co-authored 166 publications receiving 10400 citations. Previous affiliations of Rainer Spang include Max Planck Society & Duke University.

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Modelling cancer progression using Mutual Hazard Networks

TL;DR: Mutual Hazard Networks (MHN), a new Machine Learning algorithm to infer cyclic progression models from cross-sectional data, is proposed and compared favourably to acyclic models in cross-validated model fit on four datasets tested.
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Ataxia Telangiectasia-Mutated Gene Is a Possible Biomarker for Discrimination of Infiltrative Deep Penetrating Nevi and Metastatic Vertical Growth Phase Melanoma

TL;DR: A genome-wide, microarray-based approach was used to systematically prescreen for possible molecular markers differentially expressed between selected cases of typical DPN and metastatic NMM and detected a highly significant up-regulation of ATM transcription in NMM, which was also mirrored by ATM protein up- regulation.
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Random gene sets in predicting survival of patients with hepatocellular carcinoma

TL;DR: It is demonstrated that using “swarm intelligence” of multiple gene sets for prognosis prediction may not only be superior but also more robust for predictive purposes in HCC.
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Scale-Invariant Biomarker Discovery in Urine and Plasma Metabolite Fingerprints.

TL;DR: This work extended linear zero-sum regression to the logistic regression framework and showed in two applications to 1H NMR-based metabolomics data how this approach overcomes the scaling problem.