Author

Lars Quakulinski

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Preprint Aug 2026

PatTree: a novel approach for automated creation of multimodal, graph-based patient representations for medical classification tasks

PatTree is proposed, a graph-based, holistic representation of patients that can be derived from real-world clinical data through the automated structuring of multimodal clinical data that enables early-stage data integration without relying on pre-standardized inputs.

Julia Gehrmann, Lars Quakulinski, H. Naseem et al. · 0 citations