Author

Jan Christoph

2 papers indexed here

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Review Open access Aug 2026

Digital transformation in laboratory documentation: Insights from an eLabFTW case study and a survey-informed onboarding framework

Purpose This study addresses the implementation of the electronic laboratory notebook (ELN) eLabFTW at the University Medicine Halle (UMH) and collaborating departments at Martin Luther University Halle-Wittenberg. It explores how ELNs can improve research documentation by increasing efficiency, data quality, and align...

C. Jäger, Magdalena Zagrodnick, Benjamin Schwede et al. · PLoS ONE · 0 citations

Open access Sep 2026

Embedding-Based Evaluation and Benchmarking Framework for Optimizing LLM Post-Processing of Medical Transcriptions from a Local Whisper System.

INTRODUCTION Locally deployed speech-to-text systems such as Whisper enable privacy-preserving transcription of medical encounters. However, the resulting transcripts are often lengthy, noisy, and insufficiently structured for direct integration into clinical documentation workflows. Large language models (LLMs) can tr...

Ahmad Wattar, Jan Christoph, Christoph Demus et al. · Studies in Health Technology... · 0 citations