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Healthcare pathway discovery and probabilistic machine learning.
Kempa-Liehr AW, Lin CY, Britten R, Armstrong D, Wallace J, Mordaunt D, O'Sullivan M. Kempa-Liehr AW, et al. Among authors: armstrong d. Int J Med Inform. 2020 May;137:104087. doi: 10.1016/j.ijmedinf.2020.104087. Epub 2020 Feb 24. Int J Med Inform. 2020. PMID: 32126509
A machine learning model for predicting risk of hospital readmission within 30 days of discharge: validated with LACE index and patient at risk of hospital readmission (PARR) model.
Baig MM, Hua N, Zhang E, Robinson R, Spyker A, Armstrong D, Whittaker R, Robinson T, Ullah E. Baig MM, et al. Among authors: armstrong d. Med Biol Eng Comput. 2020 Jul;58(7):1459-1466. doi: 10.1007/s11517-020-02165-1. Epub 2020 Apr 23. Med Biol Eng Comput. 2020. PMID: 32328883
Predicting Patients at Risk of 30-Day Unplanned Hospital Readmission.
Baig M, Hua N, Zhang E, Robinson R, Armstrong D, Whittaker R, Robinson T, Mirza F, Ullah E. Baig M, et al. Among authors: armstrong d. Stud Health Technol Inform. 2019 Aug 8;266:20-24. doi: 10.3233/SHTI190767. Stud Health Technol Inform. 2019. PMID: 31397296
Patient perspectives on the use of health information.
Dobson R, Whittaker R, Wihongi H, Andrew P, Armstrong D, Bartholomew K, Sporle A, Wells S. Dobson R, et al. Among authors: armstrong d. N Z Med J. 2021 Dec 17;134(1547):48-62. N Z Med J. 2021. PMID: 35728109
4,612 results