Mendonça EA - 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: mendonca ea. 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: mendonca ea. 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

Documented lifestyle education among young adults with incident hypertension.

Johnson HM, Olson AG, LaMantia JN, Kind AJ, Pandhi N, Mendonça EA, Craven M, Smith MA. Johnson HM, et al. Among authors: mendonca ea. J Gen Intern Med. 2015 May;30(5):556-64. doi: 10.1007/s11606-014-3059-7. Epub 2014 Nov 6. J Gen Intern Med. 2015. PMID: 25373831 Free PMC article.

4

The Association Between Use of Brain CT for Atraumatic Headache and 30-Day Emergency Department Revisitation.

Patterson BW, Pang PS, AlKhawam L, Hamedani AG, Mendonca EA, Zhao YQ, Venkatesh AK. Patterson BW, et al. Among authors: mendonca ea. AJR Am J Roentgenol. 2016 Dec;207(6):W117-W124. doi: 10.2214/AJR.16.16330. Epub 2016 Aug 30. AJR Am J Roentgenol. 2016. PMID: 27575483

5

Using the Hendrich II Inpatient Fall Risk Screen to Predict Outpatient Falls After Emergency Department Visits.

Patterson BW, Repplinger MD, Pulia MS, Batt RJ, Svenson JE, Trinh A, Mendonça EA, Smith MA, Hamedani AG, Shah MN. Patterson BW, et al. Among authors: mendonca ea. J Am Geriatr Soc. 2018 Apr;66(4):760-765. doi: 10.1111/jgs.15299. Epub 2018 Mar 6. J Am Geriatr Soc. 2018. PMID: 29509312 Free PMC article.

6

Natural language processing of lifestyle modification documentation.

Shoenbill K, Song Y, Gress L, Johnson H, Smith M, Mendonca EA. Shoenbill K, et al. Among authors: mendonca ea. Health Informatics J. 2020 Mar;26(1):388-405. doi: 10.1177/1460458218824742. Epub 2019 Feb 22. Health Informatics J. 2020. PMID: 30791802 Free PMC article.

7

Development and validation of a pragmatic natural language processing approach to identifying falls in older adults in the emergency department.

Patterson BW, Jacobsohn GC, Shah MN, Song Y, Maru A, Venkatesh AK, Zhong M, Taylor K, Hamedani AG, Mendonça EA. Patterson BW, et al. Among authors: mendonca ea. BMC Med Inform Decis Mak. 2019 Jul 22;19(1):138. doi: 10.1186/s12911-019-0843-7. BMC Med Inform Decis Mak. 2019. PMID: 31331322 Free PMC article.

8

Identifying patterns and predictors of lifestyle modification in electronic health record documentation using statistical and machine learning methods.

Shoenbill K, Song Y, Craven M, Johnson H, Smith M, Mendonca EA. Shoenbill K, et al. Among authors: mendonca ea. Prev Med. 2020 Jul;136:106061. doi: 10.1016/j.ypmed.2020.106061. Epub 2020 Mar 14. Prev Med. 2020. PMID: 32179026 Free PMC article.

9

RESEARCHComparing Strategies for Identifying Falls in Older Adult Emergency Department Visits Using EHR Data.

Patterson BW, Jacobsohn GC, Maru AP, Venkatesh AK, Smith MA, Shah MN, Mendonça EA. Patterson BW, et al. Among authors: mendonca ea. J Am Geriatr Soc. 2020 Dec;68(12):2965-2967. doi: 10.1111/jgs.16831. Epub 2020 Sep 20. J Am Geriatr Soc. 2020. PMID: 32951200 Free PMC article. No abstract available.

10

The Impact of Diagnostic Decisions on Patient Experience in the Pediatric Emergency Department.

Gorski JK, Mendonça EA, Showalter CD. Gorski JK, et al. Among authors: mendonca ea. Pediatr Emerg Care. 2022 Feb 1;38(2):e644-e649. doi: 10.1097/PEC.0000000000002485. Pediatr Emerg Care. 2022. PMID: 34140447

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