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.
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