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Author

Marta Rizzi

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Review Open access Sep 2026

Personalis: medical software for autoimmune diseases

Personalis provides a proof-of-concept medical software for integrating heterogeneous clinical data with configurable ML-based prediction and interpretation workflows for autoimmune diseases, and offers a mechanistic overview of the parameters that mostly influence the prediction of the machine learning models, therefo...

Patrick Meier, Jan Kruta, Nicolas Bopp et al. · 0 citations
Open access Jul 2026

Deep Immunophenotyping Reveals Distinct Immune Signatures in Axial Spondyloarthritis and Psoriatic Arthritis.

AxSpA shows enrichment of innate-associated and broadly activated immune features, whereas PsA is characterized by adaptive and memory-associated immune responses, which may support biomarker-guided stratification within the SpA spectrum.

N. Frede, Nils Craig-Müller, Silke Kohrt et al. · 0 citations

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