Models
oposSOM is a comprehensive, machine learning based open-source data analysis software combining functionalities such as diversity analyses, biomarker selection, function mining, and visualization. These functionalities are now available as interactive web-browser application for a broader user audience interested in extracting detailed information from high-throughput omics data sets pre-processed by oposSOM. It enables interactive browsing of single-gene and gene set profiles, of molecular ...
Creator: Henry Löffler-Wirth
Submitter: René Hänsel
Model type: Self-Organizing Map
Model format: R package
Environment: Shiny
The TOP Framework enables users to model phenotypes according to the Core Ontology of Phenotypes. It also includes a custom reasoning engine and query service for classification of individual data and searching in data repositories (e.g., Health Data Stores).
Creators: Christoph Beger, Alexandr Uciteli, Franz Matthies
Submitter: Christoph Beger
Model type: Not specified
Model format: Not specified
Environment: Not specified
Creator: Christina Lohr
Submitter: Christina Lohr
Model type: Not specified
Model format: Not specified
Environment: Not specified
Age-stratified numbers of COVID-19 testpositives and deaths
This work was done as part of the NFDI4Health Task Force COVID-19 (nfdi4health.de). We gratefully acknowledge the financial support of the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation) – Project Number 451265285.
Creators: Holger Kirsten, René Hänsel
Submitter: René Hänsel
Model type: Graphical model
Model format: R package
Environment: Shiny
Introduction On this homepage we provide a web-based tool to calculate prognostic scores on haematopoietic toxicity for 6 cycles CHOP-like regimen in patients with aggressive NHL. As we used for this analysis the data collected within the NHL-B1 and NHL-B2 trials of the DSHNHL as described in detail in Pfreundschuh et al. the predictions are valid for similar patient populations.
Description We offer two types of models. Pre-treatment models include beside the therapy regimen only prognostic ...
Creator: Marita Ziepert
Submitter: René Hänsel
Model type: Not specified
Model format: Not specified
Environment: Not specified
Large scale epidemiological studies, such as LIFE-ADULT, including thousands of participants with a multitude of novel QT assessments allow to define reference values. Reference values are typically used in quality control to find outliers in a specified data volume or to evaluate a given measurement value regarding its pathologic value. Measuring the hand grip strength is a standard assessment in LIFE, for which is no or little prior knowledge regarding reference values available.
Based on the ...
Creator: Toralf Kirsten
Submitter: René Hänsel
Model type: Not specified
Model format: R package
Environment: Not specified
Implementation of recently developed dynamic mathematical models of normal and leukemic hematopoiesis to practically impact clinical decision- making.
Fitting available individual patients information, prediction of next-cycle thrombopenia caused by CHOEP treatment based on the individual fits of the preceeding treatment cycles, changing next-cycle relative dosing, posponement of the next cycle, changing follow-up period, visualization of data and simulation
Creator: Markus Scholz
Submitter: René Hänsel
Model type: Not specified
Model format: R package
Environment: Not specified