Page D - Search Results

1

Training and Interpreting Machine Learning Algorithms to Evaluate Fall Risk After Emergency Department Visits.

Patterson BW, Engstrom CJ, Sah V, Smith MA, Mendonça EA, Pulia MS, Repplinger MD, Hamedani AG, Page D, Shah MN. Patterson BW, et al. Among authors: page d. Med Care. 2019 Jul;57(7):560-566. doi: 10.1097/MLR.0000000000001140. Med Care. 2019. PMID: 31157707 Free PMC article.

2

Relational machine learning for electronic health record-driven phenotyping.

Peissig PL, Santos Costa V, Caldwell MD, Rottscheit C, Berg RL, Mendonca EA, Page D. Peissig PL, et al. Among authors: page d. J Biomed Inform. 2014 Dec;52:260-70. doi: 10.1016/j.jbi.2014.07.007. Epub 2014 Jul 15. J Biomed Inform. 2014. PMID: 25048351 Free PMC article.

3

Machine Learning for Treatment Assignment: Improving Individualized Risk Attribution.

Weiss J, Kuusisto F, Boyd K, Liu J, Page D. Weiss J, et al. Among authors: page d. AMIA Annu Symp Proc. 2015 Nov 5;2015:1306-15. eCollection 2015. AMIA Annu Symp Proc. 2015. PMID: 26958271 Free PMC article.

4

Using machine learning to identify patterns of lifetime health problems in decedents with autism spectrum disorder.

Bishop-Fitzpatrick L, Movaghar A, Greenberg JS, Page D, DaWalt LS, Brilliant MH, Mailick MR. Bishop-Fitzpatrick L, et al. Among authors: page d. Autism Res. 2018 Aug;11(8):1120-1128. doi: 10.1002/aur.1960. Epub 2018 May 7. Autism Res. 2018. PMID: 29734508 Free PMC article.

5

Using Machine Learning Algorithms to Predict Risk for Development of Calciphylaxis in Patients with Chronic Kidney Disease.

Kleiman RS, LaRose ER, Badger JC, Page D, Caldwell MD, Clay JA, Peissig PL. Kleiman RS, et al. Among authors: page d. AMIA Jt Summits Transl Sci Proc. 2018 May 18;2017:139-146. eCollection 2018. AMIA Jt Summits Transl Sci Proc. 2018. PMID: 29888059 Free PMC article.

6

Machine learning for phenotyping opioid overdose events.

Badger J, LaRose E, Mayer J, Bashiri F, Page D, Peissig P. Badger J, et al. Among authors: page d. J Biomed Inform. 2019 Jun;94:103185. doi: 10.1016/j.jbi.2019.103185. Epub 2019 Apr 25. J Biomed Inform. 2019. PMID: 31028874 Free PMC article.

7

Prediction of insemination outcomes in Holstein dairy cattle using alternative machine learning algorithms.

Shahinfar S, Page D, Guenther J, Cabrera V, Fricke P, Weigel K. Shahinfar S, et al. Among authors: page d. J Dairy Sci. 2014 Feb;97(2):731-42. doi: 10.3168/jds.2013-6693. Epub 2013 Dec 2. J Dairy Sci. 2014. PMID: 24290820 Free article.

8

Developing a utility decision framework to evaluate predictive models in breast cancer risk estimation.

Wu Y, Abbey CK, Chen X, Liu J, Page DC, Alagoz O, Peissig P, Onitilo AA, Burnside ES. Wu Y, et al. J Med Imaging (Bellingham). 2015 Oct;2(4):041005. doi: 10.1117/1.JMI.2.4.041005. Epub 2015 Aug 17. J Med Imaging (Bellingham). 2015. PMID: 26835489 Free PMC article.

9

A Machine-Learning-Based Drug Repurposing Approach Using Baseline Regularization.

Kuang Z, Bao Y, Thomson J, Caldwell M, Peissig P, Stewart R, Willett R, Page D. Kuang Z, et al. Among authors: page d. Methods Mol Biol. 2019;1903:255-267. doi: 10.1007/978-1-4939-8955-3_15. Methods Mol Biol. 2019. PMID: 30547447 Free PMC article.

10

Parathyroid hormone independently predicts fracture, vascular events, and death in patients with stage 3 and 4 chronic kidney disease.

Geng S, Kuang Z, Peissig PL, Page D, Maursetter L, Hansen KE. Geng S, et al. Among authors: page d. Osteoporos Int. 2019 Oct;30(10):2019-2025. doi: 10.1007/s00198-019-05033-3. Epub 2019 May 31. Osteoporos Int. 2019. PMID: 31190122

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