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% Source: https://alzhub.org/research?q=delirium&category=digital
% 14 entries, in the order the page lists them. Built from alzhub.org's own records.
% 0 entries have no readable author in the source record and carry no author field.

@article{racine2021-33078300,
  author  = {Racine, A. M. and Tommet, D. and D'Aquila, M. L. and Fong, T. G. and Gou, Y. and Tabloski, P. A. and Metzger, E. D. and Hshieh, T. T. and others},
  title   = {{Machine Learning to Develop and Internally Validate a Predictive Model for Post-operative Delirium in a Prospective, Observational Clinical Cohort Study of Older Surgical Patients}},
  journal = {Journal of general internal medicine},
  year    = {2021},
  doi     = {10.1007/s11606-020-06238-7},
  pmid    = {33078300},
  url     = {https://doi.org/10.1007/s11606-020-06238-7}
}

@article{marcantonio2003-12534838,
  author  = {Marcantonio, E. R. and Simon, S. E. and Bergmann, M. A. and Jones, R. N. and Murphy, K. M. and Morris, J. N.},
  title   = {{Delirium symptoms in post-acute care: prevalent, persistent, and associated with poor functional recovery}},
  journal = {Journal of the American Geriatrics Society},
  year    = {2003},
  doi     = {10.1034/j.1601-5215.2002.51002.x},
  pmid    = {12534838},
  url     = {https://doi.org/10.1034/j.1601-5215.2002.51002.x}
}

@article{zhao2021-34327210,
  author  = {Zhao, H. and You, J. and Peng, Y. and Feng, Y.},
  title   = {{Machine Learning Algorithm Using Electronic Chart-Derived Data to Predict Delirium After Elderly Hip Fracture Surgeries: A Retrospective Case-Control Study}},
  journal = {Frontiers in surgery},
  year    = {2021},
  doi     = {10.3389/fsurg.2021.634629},
  pmid    = {34327210},
  url     = {https://doi.org/10.3389/fsurg.2021.634629}
}

@article{tropea2017-27114271,
  author  = {Tropea, J. and LoGiudice, D. and Liew, D. and Gorelik, A. and Brand, C.},
  title   = {{Poorer outcomes and greater healthcare costs for hospitalised older people with dementia and delirium: a retrospective cohort study}},
  journal = {International journal of geriatric psychiatry},
  year    = {2017},
  doi     = {10.1002/gps.4491},
  pmid    = {27114271},
  url     = {https://doi.org/10.1002/gps.4491}
}

@article{oosterhoff2021-34925951,
  author  = {Oosterhoff, J. H. F. and Karhade, A. V. and Oberai, T. and Franco-Garcia, E. and Doornberg, J. N. and Schwab, J. H.},
  title   = {{Prediction of Postoperative Delirium in Geriatric Hip Fracture Patients: A Clinical Prediction Model Using Machine Learning Algorithms}},
  journal = {Geriatric orthopaedic surgery \& rehabilitation},
  year    = {2021},
  doi     = {10.1177/21514593211062277},
  pmid    = {34925951},
  url     = {https://doi.org/10.1177/21514593211062277}
}

@article{ai2025-41049735,
  author  = {Ai, Ruixue and Xiao, Xianglu and Deng, Shenglong and Yang, Nan and Xing, Xiaodan and Watne, Leiv Otto and Selbæk, Geir and Wedatilake, Yehani and others},
  title   = {{Artificial intelligence in drug development for delirium and Alzheimer’s disease}},
  journal = {Acta Pharmaceutica Sinica B},
  year    = {2025},
  doi     = {10.1016/j.apsb.2025.04.026},
  pmid    = {41049735},
  url     = {https://doi.org/10.1016/j.apsb.2025.04.026}
}

@article{xiao2025-40395694,
  author  = {Xiao, Qifan and Zhou, Shirui and Tang, Bin and Zhu, Yuqing},
  title   = {{Comprehensive Machine Learning-Based Prediction Model for Delirium Risk in Older Patients with Dementia: Risk Factors Identification}},
  journal = {Clinical Interventions in Aging},
  year    = {2025},
  doi     = {10.2147/cia.s519366},
  pmid    = {40395694},
  url     = {https://doi.org/10.2147/cia.s519366}
}

@article{verma2018-30054888,
  author  = {Verma, A. A. and Guo, Y. and Kwan, J. L. and Lapointe-Shaw, L. and Rawal, S. and Tang, T. and Weinerman, A. and Razak, F.},
  title   = {{Prevalence and Costs of Discharge Diagnoses in Inpatient General Internal Medicine: a Multi-center Cross-sectional Study}},
  journal = {Journal of general internal medicine},
  year    = {2018},
  doi     = {10.1007/s11606-018-4591-7},
  pmid    = {30054888},
  url     = {https://doi.org/10.1007/s11606-018-4591-7}
}

@article{chrischilles2014-24561763,
  author  = {Chrischilles, E. and Schneider, K. and Wilwert, J. and Lessman, G. and O'Donnell, B. and Gryzlak, B. and Wright, K. and Wallace, R.},
  title   = {{Beyond comorbidity: expanding the definition and measurement of complexity among older adults using administrative claims data}},
  journal = {Medical care},
  year    = {2014},
  doi     = {10.1097/mlr.0000000000000026},
  pmid    = {24561763},
  url     = {https://doi.org/10.1097/mlr.0000000000000026}
}

@article{gonzalezprieto2026-41958925,
  author  = {González-Prieto, Cristian and Yelanchezian, Y Mukish M and Dobbie, Gillian and Wilson, Daniel P. and Rodriguez, Claudia Rivera and Oulaghan, Bede and Yates, Susan and Cullum, Sarah J.},
  title   = {{Advancing dementia identification using machine learning and real‐world sequential health data}},
  journal = {Alzheimer s \& Dementia Diagnosis Assessment \& Disease Monitoring},
  year    = {2026},
  doi     = {10.1002/dad2.70332},
  pmid    = {41958925},
  url     = {https://doi.org/10.1002/dad2.70332}
}

@article{timmons2016-27245979,
  author  = {Timmons, S. and O'Shea, E. and O'Neill, D. and Gallagher, P. and de Siún, A. and McArdle, D. and Gibbons, P. and Kennelly, S.},
  title   = {{Acute hospital dementia care: results from a national audit}},
  journal = {BMC geriatrics},
  year    = {2016},
  doi     = {10.1186/s12877-016-0293-3},
  pmid    = {27245979},
  url     = {https://doi.org/10.1186/s12877-016-0293-3}
}

@article{wang2020-31891765,
  author  = {Wang, Y. and Zhao, Y. and Therneau, T. M. and Atkinson, E. J. and Tafti, A. P. and Zhang, N. and Amin, S. and Limper, A. H. and others},
  title   = {{Unsupervised machine learning for the discovery of latent disease clusters and patient subgroups using electronic health records}},
  journal = {Journal of biomedical informatics},
  year    = {2020},
  doi     = {10.1016/j.jbi.2019.103364},
  pmid    = {31891765},
  url     = {https://doi.org/10.1016/j.jbi.2019.103364}
}

@article{buffum2007-17551882,
  author  = {Buffum, M. D. and Hutt, E. and Chang, V. T. and Craine, M. H. and Snow, A. L.},
  title   = {{Cognitive impairment and pain management: review of issues and challenges}},
  journal = {Journal of rehabilitation research and development},
  year    = {2007},
  doi     = {10.1682/jrrd.2006.06.0064},
  pmid    = {17551882},
  url     = {https://doi.org/10.1682/jrrd.2006.06.0064}
}

@article{kolanowski2006-17010825,
  author  = {Kolanowski, A. and Fick, D. and Waller, J. L. and Ahern, F.},
  title   = {{Outcomes of antipsychotic drug use in community-dwelling elders with dementia}},
  journal = {Archives of psychiatric nursing},
  year    = {2006},
  doi     = {10.1016/j.apnu.2006.04.004},
  pmid    = {17010825},
  url     = {https://doi.org/10.1016/j.apnu.2006.04.004}
}