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Estimating One-Year Risk of Incident Chronic Kidney Disease: Retrospective Development and Validation Study Using Electronic Medical Record Data From the State of Maine.
Hao S, Fu T, Wu Q, Jin B, Zhu C, Hu Z, Guo Y, Zhang Y, Yu Y, Fouts T, Ng P, Culver DS, Alfreds ST, Stearns F, Sylvester KG, Widen E, McElhinney DB, Ling XB. Hao S, et al. Among authors: alfreds st. JMIR Med Inform. 2017 Jul 26;5(3):e21. doi: 10.2196/medinform.7954. JMIR Med Inform. 2017. PMID: 28747298 Free PMC article.
Web-based Real-Time Case Finding for the Population Health Management of Patients With Diabetes Mellitus: A Prospective Validation of the Natural Language Processing-Based Algorithm With Statewide Electronic Medical Records.
Zheng L, Wang Y, Hao S, Shin AY, Jin B, Ngo AD, Jackson-Browne MS, Feller DJ, Fu T, Zhang K, Zhou X, Zhu C, Dai D, Yu Y, Zheng G, Li YM, McElhinney DB, Culver DS, Alfreds ST, Stearns F, Sylvester KG, Widen E, Ling XB. Zheng L, et al. Among authors: alfreds st. JMIR Med Inform. 2016 Nov 11;4(4):e37. doi: 10.2196/medinform.6328. JMIR Med Inform. 2016. PMID: 27836816 Free PMC article.
Prediction of Incident Hypertension Within the Next Year: Prospective Study Using Statewide Electronic Health Records and Machine Learning.
Ye C, Fu T, Hao S, Zhang Y, Wang O, Jin B, Xia M, Liu M, Zhou X, Wu Q, Guo Y, Zhu C, Li YM, Culver DS, Alfreds ST, Stearns F, Sylvester KG, Widen E, McElhinney D, Ling X. Ye C, et al. Among authors: alfreds st. J Med Internet Res. 2018 Jan 30;20(1):e22. doi: 10.2196/jmir.9268. J Med Internet Res. 2018. PMID: 29382633 Free PMC article.
Prediction of the 1-Year Risk of Incident Lung Cancer: Prospective Study Using Electronic Health Records from the State of Maine.
Wang X, Zhang Y, Hao S, Zheng L, Liao J, Ye C, Xia M, Wang O, Liu M, Weng CH, Duong SQ, Jin B, Alfreds ST, Stearns F, Kanov L, Sylvester KG, Widen E, McElhinney DB, Ling XB. Wang X, et al. Among authors: alfreds st. J Med Internet Res. 2019 May 16;21(5):e13260. doi: 10.2196/13260. J Med Internet Res. 2019. PMID: 31099339 Free PMC article.
Electronic Health Record-Based Prediction of 1-Year Risk of Incident Cardiac Dysrhythmia: Prospective Case-Finding Algorithm Development and Validation Study.
Zhang Y, Han Y, Gao P, Mo Y, Hao S, Huang J, Ye F, Li Z, Zheng L, Yao X, Li Z, Li X, Wang X, Huang CJ, Jin B, Zhang Y, Yang G, Alfreds ST, Kanov L, Sylvester KG, Widen E, Li L, Ling X. Zhang Y, et al. Among authors: alfreds st. JMIR Med Inform. 2021 Feb 17;9(2):e23606. doi: 10.2196/23606. JMIR Med Inform. 2021. PMID: 33595452 Free PMC article.
NLP based congestive heart failure case finding: A prospective analysis on statewide electronic medical records.
Wang Y, Luo J, Hao S, Xu H, Shin AY, Jin B, Liu R, Deng X, Wang L, Zheng L, Zhao Y, Zhu C, Hu Z, Fu C, Hao Y, Zhao Y, Jiang Y, Dai D, Culver DS, Alfreds ST, Todd R, Stearns F, Sylvester KG, Widen E, Ling XB. Wang Y, et al. Among authors: alfreds st. Int J Med Inform. 2015 Dec;84(12):1039-47. doi: 10.1016/j.ijmedinf.2015.06.007. Epub 2015 Jul 2. Int J Med Inform. 2015. PMID: 26254876
Risk prediction of emergency department revisit 30 days post discharge: a prospective study.
Hao S, Jin B, Shin AY, Zhao Y, Zhu C, Li Z, Hu Z, Fu C, Ji J, Wang Y, Zhao Y, Dai D, Culver DS, Alfreds ST, Rogow T, Stearns F, Sylvester KG, Widen E, Ling XB. Hao S, et al. Among authors: alfreds st. PLoS One. 2014 Nov 13;9(11):e112944. doi: 10.1371/journal.pone.0112944. eCollection 2014. PLoS One. 2014. PMID: 25393305 Free PMC article.
Real-time web-based assessment of total population risk of future emergency department utilization: statewide prospective active case finding study.
Hu Z, Jin B, Shin AY, Zhu C, Zhao Y, Hao S, Zheng L, Fu C, Wen Q, Ji J, Li Z, Wang Y, Zheng X, Dai D, Culver DS, Alfreds ST, Rogow T, Stearns F, Sylvester KG, Widen E, Ling XB. Hu Z, et al. Among authors: alfreds st. Interact J Med Res. 2015 Jan 13;4(1):e2. doi: 10.2196/ijmr.4022. Interact J Med Res. 2015. PMID: 25586600 Free PMC article.
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