Dexheimer JW - Search Results

1

Early identification of epilepsy surgery candidates: A multicenter, machine learning study.

Wissel BD, Greiner HM, Glauser TA, Pestian JP, Kemme AJ, Santel D, Ficker DM, Mangano FT, Szczesniak RD, Dexheimer JW. Wissel BD, et al. Among authors: dexheimer jw. Acta Neurol Scand. 2021 Jul;144(1):41-50. doi: 10.1111/ane.13418. Epub 2021 Mar 26. Acta Neurol Scand. 2021. PMID: 33769560 Free PMC article.

2

Automated identification of antibiotic overdoses and adverse drug events via analysis of prescribing alerts and medication administration records.

Kirkendall ES, Kouril M, Dexheimer JW, Courter JD, Hagedorn P, Szczesniak R, Li D, Damania R, Minich T, Spooner SA. Kirkendall ES, et al. Among authors: dexheimer jw. J Am Med Inform Assoc. 2017 Mar 1;24(2):295-302. doi: 10.1093/jamia/ocw086. J Am Med Inform Assoc. 2017. PMID: 27507653 Free PMC article.

3

The Effects of Medication Alerts on Prescriber Response in a Pediatric Hospital.

Dexheimer JW, Kirkendall ES, Kouril M, Hagedorn PA, Minich T, Duan LL, Mahdi M, Szczesniak R, Spooner SA. Dexheimer JW, et al. Appl Clin Inform. 2017 May 10;8(2):491-501. doi: 10.4338/ACI-2016-10-RA-0168. Appl Clin Inform. 2017. PMID: 28487930 Free PMC article.

4

The Parkinson's disease e-diary: Developing a clinical and research tool for the digital age.

Vizcarra JA, Sánchez-Ferro Á, Maetzler W, Marsili L, Zavala L, Lang AE, Martinez-Martin P, Mestre TA, Reilmann R, Hausdorff JM, Dorsey ER, Paul SS, Dexheimer JW, Wissel BD, Fuller RLM, Bonato P, Tan AH, Bloem BR, Kopil C, Daeschler M, Bataille L, Kleiner G, Cedarbaum JM, Klucken J, Merola A, Goetz CG, Stebbins GT, Espay AJ; MDS Technology Task Force and the MDS Rating Scales Program Electronic Development Ad-Hoc Committee. Vizcarra JA, et al. Among authors: dexheimer jw. Mov Disord. 2019 May;34(5):676-681. doi: 10.1002/mds.27673. Epub 2019 Mar 22. Mov Disord. 2019. PMID: 30901492 Free PMC article. No abstract available.

5

Investigation of bias in an epilepsy machine learning algorithm trained on physician notes.

Wissel BD, Greiner HM, Glauser TA, Mangano FT, Santel D, Pestian JP, Szczesniak RD, Dexheimer JW. Wissel BD, et al. Among authors: dexheimer jw. Epilepsia. 2019 Sep;60(9):e93-e98. doi: 10.1111/epi.16320. Epub 2019 Aug 23. Epilepsia. 2019. PMID: 31441044 Free PMC article.

6

Prospective validation of a machine learning model that uses provider notes to identify candidates for resective epilepsy surgery.

Wissel BD, Greiner HM, Glauser TA, Holland-Bouley KD, Mangano FT, Santel D, Faist R, Zhang N, Pestian JP, Szczesniak RD, Dexheimer JW. Wissel BD, et al. Among authors: dexheimer jw. Epilepsia. 2020 Jan;61(1):39-48. doi: 10.1111/epi.16398. Epub 2019 Nov 29. Epilepsia. 2020. PMID: 31784992 Free PMC article.

7

An interactive online dashboard for tracking COVID-19 in U.S. counties, cities, and states in real time.

Wissel BD, Van Camp PJ, Kouril M, Weis C, Glauser TA, White PS, Kohane IS, Dexheimer JW. Wissel BD, et al. Among authors: dexheimer jw. J Am Med Inform Assoc. 2020 Jul 1;27(7):1121-1125. doi: 10.1093/jamia/ocaa071. J Am Med Inform Assoc. 2020. PMID: 32333753 Free PMC article.

8

Aligning Provider Prescribing With Guidelines for Soft Tissue Infections.

Kovaleski C, Courter JD, Ghulam E, Hagedorn PA, Haslam DB, Kurowski EM, Rudloff J, Szczesniak R, Dexheimer JW. Kovaleski C, et al. Among authors: dexheimer jw. Pediatr Emerg Care. 2022 Mar 1;38(3):e1063-e1068. doi: 10.1097/PEC.0000000000002667. Pediatr Emerg Care. 2022. PMID: 35226632

9

Diversity in Machine Learning: A Systematic Review of Text-Based Diagnostic Applications.

Fitzsimmons L, Dewan M, Dexheimer JW. Fitzsimmons L, et al. Among authors: dexheimer jw. Appl Clin Inform. 2022 May;13(3):569-582. doi: 10.1055/s-0042-1749119. Epub 2022 May 25. Appl Clin Inform. 2022. PMID: 35613914 Free PMC article.

10

Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study.

Kanbar LJ, Wissel B, Ni Y, Pajor N, Glauser T, Pestian J, Dexheimer JW. Kanbar LJ, et al. Among authors: dexheimer jw. JMIR Med Inform. 2022 Dec 16;10(12):e37833. doi: 10.2196/37833. JMIR Med Inform. 2022. PMID: 36525289 Free PMC article.

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