{"id":647,"date":"2025-09-15T14:26:37","date_gmt":"2025-09-15T12:26:37","guid":{"rendered":"https:\/\/semmelweis.hu\/biostat\/?page_id=647"},"modified":"2026-01-22T11:21:27","modified_gmt":"2026-01-22T10:21:27","slug":"our-services","status":"publish","type":"page","link":"https:\/\/semmelweis.hu\/biostat\/en\/our-services\/","title":{"rendered":"Our services"},"content":{"rendered":"<h5>Research as a Service \u2013 Data Science Analyses<\/h5>\n<p><strong>Our prices are net amounts<\/strong>, calculated on a cost-based basis.<br \/>\nBilling is on an hourly basis, with a minimum unit of <strong>4 hours<\/strong>.<\/p>\n<ul>\n<li><strong>For Semmelweis research groups (via internal transfer):<\/strong> HUF 70,000 \/ 4 hours<\/li>\n<li><strong>For non-profit partners (via service agreement):<\/strong> HUF 100,000 \/ 4 hours<\/li>\n<li><strong>For for-profit partners (via service agreement):<\/strong> HUF 150,000 \/ 4 hours<\/li>\n<\/ul>\n<p>If a <strong>scientific publication<\/strong> results from the analysis, and the contribution of our institute\u2019s staff meets the authorship criteria in accordance with <strong>the ICMJE recommendations<\/strong>, <strong>we request their inclusion as co-authors.<\/strong><\/p>\n<p>&nbsp;<\/p>\n<h5>Data and Network Science Service Portfolio \u2013 Options Available on Demand<\/h5>\n<ol>\n<li><strong> Data Analysis and Statistical Consulting<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Validation of research plans from a biostatistical perspective<\/li>\n<li>Selection of appropriate statistical methods (e.g., linear models, survival analysis, logistic regression)<\/li>\n<li>Sample size calculations and performance analyses<\/li>\n<li>Multilevel models and longitudinal data analysis<\/li>\n<\/ul>\n<ol start=\"2\">\n<li><strong> Machine Learning and Artificial Intelligence Applications<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Development of predictive models for clinical\/data-driven research<\/li>\n<li>Computer vision methods (e.g., medical image analysis)<\/li>\n<li>NLP (natural language processing) methods<\/li>\n<li>Model interpretability and validation (e.g., SHAP, ROC curves, cross-validation)<\/li>\n<\/ul>\n<ol start=\"3\">\n<li><strong> Network Science Analyses<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Analysis of biological networks (e.g., protein-protein, disease associations)<\/li>\n<li>Analysis of social networks<\/li>\n<li>Creation of interactive network visualizations (e.g., Cytoscape, Gephi, R Shiny)<\/li>\n<\/ul>\n<ol start=\"4\">\n<li><strong> Data Cleaning and Data Management<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Handling of missing data, normalization, quality control<\/li>\n<li>Outlier and anomaly detection<\/li>\n<li>Dimensionality reduction and feature selection<\/li>\n<\/ul>\n<ol start=\"5\">\n<li><strong> Visualization and Publication Support<\/strong><\/li>\n<\/ol>\n<ul>\n<li>Creation of scientific figures and infographics (R, Python, ggplot, matplotlib, seaborn)<\/li>\n<li>Writing statistical sections tailored to manuscripts<\/li>\n<li>Preparing Open Science\u2013compatible data-sharing packages (according to FAIR principles)<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Research as a Service \u2013 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 &hellip;<\/p>\n","protected":false},"author":102428,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"categories":[326],"tags":[328],"class_list":["post-647","page","type-page","status-publish","hentry","category-our-services","tag-our-services"],"acf":[],"_links":{"self":[{"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/pages\/647","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/users\/102428"}],"replies":[{"embeddable":true,"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/comments?post=647"}],"version-history":[{"count":6,"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/pages\/647\/revisions"}],"predecessor-version":[{"id":728,"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/pages\/647\/revisions\/728"}],"wp:attachment":[{"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/media?parent=647"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/categories?post=647"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/semmelweis.hu\/biostat\/wp-json\/wp\/v2\/tags?post=647"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}