Rainer Spang

Orcid: 0000-0002-1326-4297

According to our database1, Rainer Spang authored at least 49 papers between 1998 and 2024.

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Bibliography

2024
Taming numerical imprecision by adapting the KL divergence to negative probabilities.
Stat. Comput., October, 2024

Correcting for Observation Bias in Cancer Progression Modeling.
J. Comput. Biol., 2024

dabih - encrypted data storage and sharing platform.
CoRR, 2024

Overcoming Observation Bias for Cancer Progression Modeling.
Proceedings of the Research in Computational Molecular Biology, 2024

2023
Anomaly detection in mixed high-dimensional molecular data.
Bioinform., August, 2023

2022
BITES: Balanced Individual Treatment Effect for Survival data.
CoRR, 2022

2021
Differentiated uniformization: A new method for inferring Markov chains on combinatorial state spaces including stochastic epidemic models.
CoRR, 2021

2020
DTD: An R Package for Digital Tissue Deconvolution.
J. Comput. Biol., 2020

Loss-Function Learning for Digital Tissue Deconvolution.
J. Comput. Biol., 2020

Low-rank tensor methods for Markov chains with applications to tumor progression models.
CoRR, 2020

Modelling cancer progression using Mutual Hazard Networks.
Bioinform., 2020

2018
Loss-Function Learning for Digital Tissue Deconvolution.
Proceedings of the Research in Computational Molecular Biology, 2018

2017
Molecular signatures that can be transferred across different omics platforms.
Bioinform., 2017

Reference point insensitive molecular data analysis.
Bioinform., 2017

2016
Analyzing synergistic and non-synergistic interactions in signalling pathways using Boolean Nested Effect Models.
Bioinform., 2016

2015
Causal Modeling of Cancer-Stromal Communication Identifies PAPPA as a Novel Stroma-Secreted Factor Activating NFκB Signaling in Hepatocellular Carcinoma.
PLoS Comput. Biol., 2015

A statistical approach to virtual cellular experiments: improved causal discovery using accumulation IDA (aIDA).
Bioinform., 2015

2014
Exact likelihood computation in Boolean networks with probabilistic time delays, and its application in signal network reconstruction.
Bioinform., 2014

2013
Considering Unknown Unknowns: Reconstruction of Nonconfoundable Causal Relations in Biological Networks.
J. Comput. Biol., 2013

Considering Unknown Unknowns - Reconstruction of Non-confoundable Causal Relations in Biological Networks.
Proceedings of the Research in Computational Molecular Biology, 2013

2011
Genomic data integration using guided clustering.
Bioinform., 2011

Estimating classification probabilities in high-dimensional diagnostic studies.
Bioinform., 2011

2009
ReseqChip: Automated integration of multiple local context probe data from the MitoChip array in mitochondrial DNA sequence assembly.
BMC Bioinform., 2009

2008
Microarray Based Diagnosis Profits from Better Documentation of Gene Expression Signatures.
PLoS Comput. Biol., 2008

Detecting hierarchical structure in molecular characteristics of disease using transitive approximations of directed graphs.
Bioinform., 2008

Analyzing gene perturbation screens with nested effects models in R and bioconductor.
Bioinform., 2008

2007
Compensating for Unknown Confounders in Microarray Data Analysis Using Filtered Permutations.
J. Comput. Biol., 2007

Inferring cellular networks - a review.
BMC Bioinform., 2007

Annotation-based distance measures for patient subgroup discovery in clinical microarray studies.
Bioinform., 2007

Nested effects models for high-dimensional phenotyping screens.
Proceedings of the Proceedings 15th International Conference on Intelligent Systems for Molecular Biology (ISMB) & 6th European Conference on Computational Biology (ECCB), 2007

2006
Similarities of Ordered Gene Lists.
J. Bioinform. Comput. Biol., 2006

Automated in-silico detection of cell populations in flow cytometry readouts and its application to leukemia disease monitoring.
BMC Bioinform., 2006

Selecting normalization genes for small diagnostic microarrays.
BMC Bioinform., 2006

<i>OrderedList</i> - a bioconductor package for detecting similarity in ordered gene lists.
Bioinform., 2006

Permutation Filtering: A Novel Concept for Significance Analysis of Large-Scale Genomic Data.
Proceedings of the Research in Computational Molecular Biology, 2006

2005
stam - a Bioconductor compliant R package for structured analysis of microarray data.
BMC Bioinform., 2005

twilight; a Bioconductor package for estimating the local false discovery rate.
Bioinform., 2005

Non-transcriptional pathway features reconstructed from secondary effects of RNA interference.
Bioinform., 2005

Molecular decomposition of complex clinical phenotypes using biologically structured analysis of microarray data.
Bioinform., 2005

Probabilistic Soft Interventions in Conditional Gaussian Networks.
Proceedings of the Tenth International Workshop on Artificial Intelligence and Statistics, 2005

2004
A Stochastic Downhill Search Algorithm for Estimating the Local False Discovery Rate.
IEEE ACM Trans. Comput. Biol. Bioinform., 2004

Finding disease specific alterations in the co-expression of genes.
Proceedings of the Proceedings Twelfth International Conference on Intelligent Systems for Molecular Biology/Third European Conference on Computational Biology 2004, 2004

2002
A Novel Approach to Remote Homology Detection: Jumping Alignments.
J. Comput. Biol., 2002

Prediction and uncertainty in the analysis of gene expression profiles.
Silico Biol., 2002

2001
Limits of homology detection by pairwise sequence comparison.
Bioinform., 2001

Sequence Database Search Using Jumping Alignments.
Proceedings of the Computer science and biology: Proceedings of the German Conference on Bioinformatics, 2001

2000
Sequence Database Search Using Jumping Alignments.
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000

1999
A new method for modeling protein evolution.
Proceedings of the German Conference on Bioinformatics, 1999

1998
Statistics of large-scale sequence searching.
Bioinform., 1998


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