Author

Sebastian Möller

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Review Open access Sep 2026

Real-world deployment and longitudinal evaluation of a human-in-the-loop telemedicine communication support system

Telemedicine platforms are increasingly used to support the long-term monitoring of chronically ill patients. However, continuous streams of patient-reported data and messages may impose substantial workload on telemedicine teams. To address this challenge, we developed a human-in-the-loop communication support sys...

Roland Roller, A. Ravichandran, Tillmann Breitenstein et al. · Frontiers in Digital Health · 0 citations

#natural language process... Preprint Aug 2026

DP-IPI: A Hybrid Differential Privacy Text Rewriting Mechanism for Indirect Personal Identifiers in Clinical Texts

The effectiveness of hybrid text privatization is demonstrated, which leverages the promise of DP in an efficient, usable manner and effectively reduces re-identification risks in clinical texts while being producing more coherent and usable output texts, leading to higher privacy-utility trade-offs.

Ibrahim Baroud, Stephen Meisenbacher, Sebastian Möller et al. · 0 citations

Jul 2026

Large Language Models as Unified Multimodal Learners for Clinical Prediction

Results indicate that a single serialization-based paradigm, without bespoke fusion architectures, is sufficient for multimodal clinical prediction - substantially reducing system complexity while matching or exceeding specialized designs.

A. Ravichandran, Bilgin Osmandoja, Klemens Budde et al. · arXiv.org · 0 citations