Lars Kaderali
Orcid: 0000-0002-2359-2294
According to our database1,
Lars Kaderali
authored at least 29 papers
between 2001 and 2024.
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Bibliography
2024
CoRR, 2024
Transparent AI Models for Meningococcal Meningitis Diagnosis: Evaluating Interpretability and Performance Metrics.
Proceedings of the 12th IEEE International Conference on Intelligent Systems, 2024
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
Proceedings of the Computing in Cardiology, 2017
2015
Bioinform., 2015
Algorithms Mol. Biol., 2015
2014
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
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
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
Bioinform., 2005
2002
Bioinform., 2002
2001
Electron. Notes Discret. Math., 2001