Digital physiological biomarkers predict within-person symptom changes in complex chronic illness.

Aitken A, Sawyer A, Iwasaki A, Krumholz HM, Preston R, Calcraft P, Leeming H, Tosto-Mancuso J, Proal A, Osborne MA, Putrino D

Open source

DOI: 10.1038/s41746-026-02543-3
Published: 2026 Mar 24
Container: NPJ digital medicine
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41746-026-02543-3,
  title = {Digital physiological biomarkers predict within-person symptom changes in complex chronic illness.},
  author = {Aitken A and Sawyer A and Iwasaki A and Krumholz HM and Preston R and Calcraft P and Leeming H and Tosto-Mancuso J and Proal A and Osborne MA and Putrino D},
  year = {2026},
  journal = {NPJ digital medicine},
  doi = {10.1038/s41746-026-02543-3},
  url = {https://doi.org/10.1038/s41746-026-02543-3}
}

RIS

TY  - JOUR
TI  - Digital physiological biomarkers predict within-person symptom changes in complex chronic illness.
AU  - Aitken A
AU  - Sawyer A
AU  - Iwasaki A
AU  - Krumholz HM
AU  - Preston R
AU  - Calcraft P
AU  - Leeming H
AU  - Tosto-Mancuso J
AU  - Proal A
AU  - Osborne MA
AU  - Putrino D
PY  - 2026
JO  - NPJ digital medicine
DO  - 10.1038/s41746-026-02543-3
UR  - https://doi.org/10.1038/s41746-026-02543-3
ER  -

APA

A, A., A, S., A, I., HM, K., R, P., P, C., H, L., J, T., A, P., MA, O., & D, P. (2026). Digital physiological biomarkers predict within-person symptom changes in complex chronic illness.. NPJ digital medicine. https://doi.org/10.1038/s41746-026-02543-3

Source records

pubmed · retrieved 2026-09-25T17:28:53.421Z