Device-derived sleep metrics and nocturnal heart rate variability for discriminating bipolar from unipolar depressive episodes in adolescents: a retrospective cross-sectional study

Hao Yu, Xueli Zhang, Jiaqi Xiang, Yujie Liu, Yi Wang, Junfan Liang, Yang Lu, Bo Xiang, Ke Gong, Tingting Wang, Kezhi Liu

Open source

DOI
10.1186/s12888-026-08504-0
Published
2026-08-05
Container
BMC Psychiatry
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1186/s12888-026-08504-0,
  title = {Device-derived sleep metrics and nocturnal heart rate variability for discriminating bipolar from unipolar depressive episodes in adolescents: a retrospective cross-sectional study},
  author = {Hao Yu and Xueli Zhang and Jiaqi Xiang and Yujie Liu and Yi Wang and Junfan Liang and Yang Lu and Bo Xiang and Ke Gong and Tingting Wang and Kezhi Liu},
  year = {2026},
  journal = {BMC Psychiatry},
  doi = {10.1186/s12888-026-08504-0},
  url = {https://doi.org/10.1186/s12888-026-08504-0}
}

RIS

TY  - JOUR
TI  - Device-derived sleep metrics and nocturnal heart rate variability for discriminating bipolar from unipolar depressive episodes in adolescents: a retrospective cross-sectional study
AU  - Hao Yu
AU  - Xueli Zhang
AU  - Jiaqi Xiang
AU  - Yujie Liu
AU  - Yi Wang
AU  - Junfan Liang
AU  - Yang Lu
AU  - Bo Xiang
AU  - Ke Gong
AU  - Tingting Wang
AU  - Kezhi Liu
PY  - 2026
JO  - BMC Psychiatry
DO  - 10.1186/s12888-026-08504-0
UR  - https://doi.org/10.1186/s12888-026-08504-0
ER  - 

APA

Yu, H., Zhang, X., Xiang, J., Liu, Y., Wang, Y., Liang, J., Lu, Y., Xiang, B., Gong, K., Wang, T., & Liu, K. (2026). Device-derived sleep metrics and nocturnal heart rate variability for discriminating bipolar from unipolar depressive episodes in adolescents: a retrospective cross-sectional study. BMC Psychiatry. https://doi.org/10.1186/s12888-026-08504-0

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