Author

A. Ravichandran

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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

A human-in-the-loop communication support system for telemedicine monitoring of kidney transplant recipients and demonstrates the potential of automated communication support systems to assist routine telemedicine workflows while maintaining human oversight of patient communication.

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