Machine Learning Models Using Electronic Health Record Data to Predict Obstructive Sleep Apnea

Nathanael H. Hwang, Diego R. Mazzotti, Soniya Mishra, M. Brandon Westover, Dennis Hwang, Robert J. Thomas, Emmanuel Mignot, Umakanth Katwa, Jiaxiao Shi, Rui Yan, Kendra A. Becker, Matthew T. Klimper, Jessica Jara, Damien R. Stevens, Matthew K.P. Gratton, Haoqi Sun

Open source

DOI
10.64898/2026.10.05.26364806
Published
2026-10-07
Container
Not recorded
Publisher
openRxiv
Open access
unknown

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Cite this work

BibTeX

@article{allodium:10.64898/2026.10.05.26364806,
  title = {Machine Learning Models Using Electronic Health Record Data to Predict Obstructive Sleep Apnea},
  author = {Nathanael H. Hwang and Diego R. Mazzotti and Soniya Mishra and M. Brandon Westover and Dennis Hwang and Robert J. Thomas and Emmanuel Mignot and Umakanth Katwa and Jiaxiao Shi and Rui Yan and Kendra A. Becker and Matthew T. Klimper and Jessica Jara and Damien R. Stevens and Matthew K.P. Gratton and Haoqi Sun},
  year = {2026},
  doi = {10.64898/2026.10.05.26364806},
  url = {https://doi.org/10.64898/2026.10.05.26364806}
}

RIS

TY  - JOUR
TI  - Machine Learning Models Using Electronic Health Record Data to Predict Obstructive Sleep Apnea
AU  - Nathanael H. Hwang
AU  - Diego R. Mazzotti
AU  - Soniya Mishra
AU  - M. Brandon Westover
AU  - Dennis Hwang
AU  - Robert J. Thomas
AU  - Emmanuel Mignot
AU  - Umakanth Katwa
AU  - Jiaxiao Shi
AU  - Rui Yan
AU  - Kendra A. Becker
AU  - Matthew T. Klimper
AU  - Jessica Jara
AU  - Damien R. Stevens
AU  - Matthew K.P. Gratton
AU  - Haoqi Sun
PY  - 2026
DO  - 10.64898/2026.10.05.26364806
UR  - https://doi.org/10.64898/2026.10.05.26364806
ER  - 

APA

Hwang, N. H., Mazzotti, D. R., Mishra, S., Westover, M. B., Hwang, D., Thomas, R. J., Mignot, E., Katwa, U., Shi, J., Yan, R., Becker, K. A., Klimper, M. T., Jara, J., Stevens, D. R., Gratton, M. K., & Sun, H. (2026). Machine Learning Models Using Electronic Health Record Data to Predict Obstructive Sleep Apnea. https://doi.org/10.64898/2026.10.05.26364806

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