Lars Kaderali

According to our database1, Lars Kaderali authored at least 26 papers between 2001 and 2023.

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Bibliography

2023
Mathematical modeling of plus-strand RNA virus replication to identify broad-spectrum antiviral treatment strategies.
PLoS Comput. Biol., 2023

2021
From heterogeneous healthcare data to disease-specific biomarker networks: A hierarchical Bayesian network approach.
PLoS Comput. Biol., 2021

Computational strategies to combat COVID-19: useful tools to accelerate SARS-CoV-2 and coronavirus research.
Briefings Bioinform., 2021

Segment, Perceive and Classify - Multitask Learning of the Electrocardiogram in a Single Neural Network.
Proceedings of the Computing in Cardiology, CinC 2021, Brno, 2021

2020
Mathematical modeling of hepatitis C RNA replication, exosome secretion and virus release.
PLoS Comput. Biol., November, 2020

Host factor prioritization for pan-viral genetic perturbation screens using random intercept models and network propagation.
PLoS Comput. Biol., 2020

2019
Alignment of Multi-Sensored Data: Adjustment of Sampling Frequencies and Time Shifts.
Proceedings of the 46th Computing in Cardiology, 2019

2017
Can Supervised Learning Be Used to Classify Cardiac Rhythms?.
Proceedings of the Computing in Cardiology, 2017

2015
lpNet: a linear programming approach to reconstruct signal transduction networks.
Bioinform., 2015

An integrative approach for a network based meta-analysis of viral RNAi screens.
Algorithms Mol. Biol., 2015

2014
Detecting Non-Uniform Clusters in Large-Scale Interaction Graphs.
J. Comput. Biol., 2014

Dynamic Probabilistic Threshold Networks to Infer Signaling Pathways from Time-Course Perturbation Data.
BMC Bioinform., 2014

2013
Mining Quasi-Bicliques from HIV-1-Human Protein Interaction Network: A Multiobjective Biclustering Approach.
IEEE ACM Trans. Comput. Biol. Bioinform., 2013

2011
Normalizing for individual cell population context in the analysis of high-content cellular screens.
BMC Bioinform., 2011

2010
Detecting host factors involved in virus infection by observing the clustering of infected cells in siRNA screening images.
Bioinform., 2010

2009
Inference of an oscillating model for the yeast cell cycle.
Discret. Appl. Math., 2009

Reconstructing nonlinear dynamic models of gene regulation using stochastic sampling.
BMC Bioinform., 2009

RNAither, an automated pipeline for the statistical analysis of high-throughput RNAi screens.
Bioinform., 2009

Reconstructing signaling pathways from RNAi data using probabilistic Boolean threshold networks.
Bioinform., 2009

2008
Inferring Gene Regulatory Networks from Expression Data.
Proceedings of the Computational Intelligence in Bioinformatics, 2008

2007
Bayesian Inference of Gene Regulatory Networks Using Gene Expression Time Series Data.
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

Individualized Predictions of Survival Time Distributions from Gene Expression Data Using a Bayesian MCMC Approach.
Proceedings of the Bioinformatics Research and Development, First International Conference, 2007

2006
CASPAR: a hierarchical bayesian approach to predict survival times in cancer from gene expression data.
Bioinform., 2006

2005
A fractional programming approach to efficient DNA melting temperature calculation.
Bioinform., 2005

2002
Selecting signature oligonucleotides to identify organisms using DNA arrays.
Bioinform., 2002

2001
A new Algorithm for Accelerating Pair-Wise Computations of Melting Temperature.
Electron. Notes Discret. Math., 2001


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