Harald Binder
Orcid: 0000-0002-5666-8662
According to our database1,
Harald Binder
authored at least 54 papers
between 2005 and 2025.
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Bibliography
2025
CoRR, July, 2025
A systematic review of challenges and proposed solutions in modeling multimodal data.
CoRR, May, 2025
Evaluating discrepancies in dimensionality reduction for time-series single-cell RNA-sequencing data.
Briefings Bioinform., 2025
2023
J. Documentation, 2023
Combining propensity score methods with variational autoencoders for generating synthetic data in presence of latent sub-groups.
CoRR, 2023
Investigating a domain adaptation approach for integrating different measurement instruments in a longitudinal clinical registry.
CoRR, 2023
CoRR, 2023
2022
J. Comput. Graph. Stat., July, 2022
J. Stat. Softw., 2022
Deep learning and differential equations for modeling changes in individual-level latent dynamics between observation periods.
CoRR, 2022
Adv. Data Anal. Classif., 2022
2021
Netboost: Boosting-Supported Network Analysis Improves High-Dimensional Omics Prediction in Acute Myeloid Leukemia and Huntington's Disease.
IEEE ACM Trans. Comput. Biol. Bioinform., 2021
Adapting deep generative approaches for getting synthetic data with realistic marginal distributions.
CoRR, 2021
Synthetic observations from deep generative models and binary omics data with limited sample size.
Briefings Bioinform., 2021
2020
Predicting patient outcomes in psychiatric hospitals with routine data: a machine learning approach.
BMC Medical Informatics Decis. Mak., 2020
Deep dynamic modeling with just two time points: Can we still allow for individual trajectories?
CoRR, 2020
SPectroscOpic prediction of bRain Tumours (SPORT): study protocol of a prospective imaging trial.
BMC Medical Imaging, 2020
BMC Bioinform., 2020
Bioinform., 2020
Automatic Segmentation of Brain Structures for Treatment Planning Optimization and Target Volume Definition.
Proceedings of the Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data, 2020
2019
pcaExplorer: an R/Bioconductor package for interacting with RNA-seq principal components.
BMC Bioinform., 2019
A Queue-Poll Extension and DataSHIELD: Standardised, Monitored, Indirect and Secure Access to Sensitive Data.
Proceedings of the ICT for Health Science Research - Proceedings of the EFMI 2019 Special Topic Conference, 2019
2018
Distributed multivariable modeling for signature development under data protection constraints.
CoRR, 2018
Briefings Bioinform., 2018
Proceedings of the German Medical Data Sciences: A Learning Healthcare System, 2018
2017
Integrating clinical decision support systems for pharmacogenomic testing into clinical routine - a scoping review of designs of user-system interactions in recent system development.
BMC Medical Informatics Decis. Mak., 2017
2016
Integrating multiple molecular sources into a clinical risk prediction signature by extracting complementary information.
BMC Bioinform., 2016
Systematically evaluating interfaces for RNA-seq analysis from a life scientist perspective.
Briefings Bioinform., 2016
2015
A weighting approach for judging the effect of patient strata on high-dimensional risk prediction signatures.
BMC Bioinform., 2015
Translating bioinformatics in oncology: guilt-by-profiling analysis and identification of KIF18B and CDCA3 as novel driver genes in carcinogenesis.
Bioinform., 2015
Acoustic event source localization for surveillance in reverberant environments supported by an event onset detection.
Proceedings of the 2015 IEEE International Conference on Acoustics, 2015
2014
minPtest: a resampling based gene region-level testing procedure for genetic case-control studies.
Comput. Stat., 2014
Combining techniques for screening and evaluating interaction terms on high-dimensional time-to-event data.
BMC Bioinform., 2014
2013
Can matching improve the performance of boosting for identifying important genes in observational studies?
Comput. Stat., 2013
2011
The benefit of data-based model complexity selection via prediction error curves in time-to-event data.
Comput. Stat., 2011
Graph based fusion of miRNA and mRNA expression data improves clinical outcome prediction in prostate cancer.
BMC Bioinform., 2011
2010
Stat. Comput., 2010
2009
Incorporating pathway information into boosting estimation of high-dimensional risk prediction models.
BMC Bioinform., 2009
Bioinform., 2009
Bioinform., 2009
2008
Stat. Comput., 2008
Comput. Stat. Data Anal., 2008
Allowing for mandatory covariates in boosting estimation of sparse high-dimensional survival models.
BMC Bioinform., 2008
Comment on "network-constrained regularization and variable selection for analysis of genomic data".
Bioinform., 2008
2007
2005