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Biodata Mining|February 15, 2025
Feature graphs for interpretable unsupervised tree ensembles: centrality, interaction, and application in disease subtypingChristel Sirocchi, Martin Urschler, Bastian Pfeifer
Bioinformatics (Oxford, England)|September 4, 2024
Federated unsupervised random forest for privacy-preserving patient stratificationBastian Pfeifer, Christel Sirocchi, Marcus D Bloice, et al.
Scientific Reports|December 17, 2022
Topological network features determine convergence rate of distributed average algorithmsChristel Sirocchi, Alessandro Bogliolo
BMC Medical Informatics and Decision Making|June 29, 2024
Medical-informed machine learning: integrating prior knowledge into medical decision systemsChristel Sirocchi, Alessandro Bogliolo, Sara Montagna
Nature Methods|November 8, 2016
Robust statistical modeling improves sensitivity of high-throughput RNA structure probing experimentsAlina Selega, Christel Sirocchi, Ira Iosub, et al.
BMC Bioinformatics|April 25, 2019
Estimates of introgression as a function of pairwise distancesBastian Pfeifer, Durrell D Kapan
Journal of Biomedical Informatics|December 3, 2020
A hierarchical clustering and data fusion approach for disease subtype discoveryBastian Pfeifer, Michael G Schimek
Bioinformatics (Oxford, England)|May 3, 2018
BlockFeST: Bayesian calculation of region-specific FST to detect local adaptationBastian Pfeifer, Martin J Lercher
Annals of Human Biology|August 28, 2015
What automated age estimation of hand and wrist MRI data tells us about skeletal maturation in male adolescentsMartin Urschler, Sabine Grassegger, Darko Štern
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