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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: zhu c. 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.
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: zhu c. JMIR Med Inform. 2016 Nov 11;4(4):e37. doi: 10.2196/medinform.6328. JMIR Med Inform. 2016. PMID: 27836816 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: zhu c. 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
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: zhu c. JMIR Med Inform. 2017 Jul 26;5(3):e21. doi: 10.2196/medinform.7954. JMIR Med Inform. 2017. PMID: 28747298 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: zhu c. 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.
Assessing Statewide All-Cause Future One-Year Mortality: Prospective Study With Implications for Quality of Life, Resource Utilization, and Medical Futility.
Guo Y, Zheng G, Fu T, Hao S, Ye C, Zheng L, Liu M, Xia M, Jin B, Zhu C, Wang O, Wu Q, Culver DS, Alfreds ST, Stearns F, Kanov L, Bhatia A, Sylvester KG, Widen E, McElhinney DB, Ling XB. Guo Y, et al. Among authors: zhu c. J Med Internet Res. 2018 Jun 4;20(6):e10311. doi: 10.2196/10311. J Med Internet Res. 2018. PMID: 29866643 Free PMC article.
Defining and characterizing the critical transition state prior to the type 2 diabetes disease.
Jin B, Liu R, Hao S, Li Z, Zhu C, Zhou X, Chen P, Fu T, Hu Z, Wu Q, Liu W, Liu D, Yu Y, Zhang Y, McElhinney DB, Li YM, Culver DS, Alfreds ST, Stearns F, Sylvester KG, Widen E, Ling XB. Jin B, et al. Among authors: zhu c. PLoS One. 2017 Jul 7;12(7):e0180937. doi: 10.1371/journal.pone.0180937. eCollection 2017. PLoS One. 2017. PMID: 28686739 Free PMC article.
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