Stefan Rödiger

Introducing the digital PCR data essentials standard to harmonize data structure for clinical and research use

The paper introduces the Digital PCR Data Essentials Standard (DDES) to standardize data structure for dPCR, improving interoperability and reproducibility across platforms and applications.

Scientific reasoning driven by influential data: resuscitate dfstat!

The paper identifies influential data points in linear regression analyses of 100 scientific papers, finding that 29 relied on a single influential point for their conclusions.

Benchmarks in antimicrobial peptide prediction are biased due to the selection of negative data

This study shows that AMP prediction benchmarks are biased due to negative data selection and introduces a web server for fair benchmarking.

PCRedux: A Data Mining and Machine Learning Toolkit for qPCR Experiments

PCRedux analyzes qPCR amplification curves to calculate interpretable features for machine learning, achieving high sensitivity and specificity in classification.