Research as a Service – Data Science Analyses
Our prices are net amounts, calculated on a cost-based basis.
Billing is on an hourly basis, with a minimum unit of 4 hours.
- For Semmelweis research groups (via internal transfer): HUF 70,000 / 4 hours
- For non-profit partners (via service agreement): HUF 100,000 / 4 hours
- For for-profit partners (via service agreement): HUF 150,000 / 4 hours
If a scientific publication results from the analysis, and the contribution meets the authorship criteria according to the ICMJE recommendations, our institute requests acknowledgement through co-authorship.
Biostatistics Service Portfolio – Options Available on Demand
- Data Analysis and Statistical Consulting
- Validation of research plans from a biostatistical perspective
- Selection of appropriate statistical methods (e.g., linear models, survival analysis, logistic regression)
- Sample size calculations and performance analyses
- Multilevel models and longitudinal data analysis
- Machine Learning and Artificial Intelligence Applications
- Development of predictive models for clinical/data-driven research
- Computer vision methods (e.g., medical image analysis)
- NLP (natural language processing) methods
- Model interpretability and validation (e.g., SHAP, ROC curves, cross-validation)
- Network Science Analyses
- Analysis of biological networks (e.g., protein-protein, disease associations)
- Analysis of social networks
- Creation of interactive network visualizations (e.g., Cytoscape, Gephi, R Shiny)
- Data Cleaning and Data Management
- Handling of missing data, normalization, quality control
- Outlier and anomaly detection
- Dimensionality reduction and feature selection
- Visualization and Publication Support
- Creation of scientific figures and infographics (R, Python, ggplot, matplotlib, seaborn)
- Writing statistical sections tailored to manuscripts
- Preparing Open Science–compatible data-sharing packages (according to FAIR principles)