Churpek MM - Search Results

1

Lessons learned on information retrieval in electronic health records: a comparison of embedding models and pooling strategies.

Myers S, Miller TA, Gao Y, Churpek MM, Mayampurath A, Dligach D, Afshar M. Myers S, et al. Among authors: churpek mm. J Am Med Inform Assoc. 2024 Dec 20:ocae308. doi: 10.1093/jamia/ocae308. Online ahead of print. J Am Med Inform Assoc. 2024. PMID: 39703187

2

Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.

Gao J, Chen G, O'Rourke AP, Caskey J, Carey KA, Oguss M, Stey A, Dligach D, Miller T, Mayampurath A, Churpek MM, Afshar M. Gao J, et al. Among authors: churpek mm. J Am Med Inform Assoc. 2024 May 20;31(6):1291-1302. doi: 10.1093/jamia/ocae071. J Am Med Inform Assoc. 2024. PMID: 38587875

3

Development and external validation of multimodal postoperative acute kidney injury risk machine learning models.

Karway GK, Koyner JL, Caskey J, Spicer AB, Carey KA, Gilbert ER, Dligach D, Mayampurath A, Afshar M, Churpek MM. Karway GK, et al. Among authors: churpek mm. JAMIA Open. 2023 Dec 22;6(4):ooad109. doi: 10.1093/jamiaopen/ooad109. eCollection 2023 Dec. JAMIA Open. 2023. PMID: 38144168 Free PMC article.

4

Prompt engineering with a large language model to assist providers in responding to patient inquiries: a real-time implementation in the electronic health record.

Afshar M, Gao Y, Wills G, Wang J, Churpek MM, Westenberger CJ, Kunstman DT, Gordon JE, Goswami C, Liao FJ, Patterson B. Afshar M, et al. Among authors: churpek mm. JAMIA Open. 2024 Aug 20;7(3):ooae080. doi: 10.1093/jamiaopen/ooae080. eCollection 2024 Oct. JAMIA Open. 2024. PMID: 39166170 Free PMC article.

5

Prior emergency medical services utilization is a risk factor for in-hospital death among patients with substance misuse: a retrospective cohort study.

Gupta P, Mayampurath A, Gruenloh T, Oguss M, Afshar AS, Spigner M, Gussick M, Churpek M, Lee T, Afshar M. Gupta P, et al. BMC Emerg Med. 2024 Jul 9;24(1):110. doi: 10.1186/s12873-024-01025-7. BMC Emerg Med. 2024. PMID: 38982351 Free PMC article.

6

Correction: Prior emergency medical services utilization is a risk factor for in-hospital death among patients with substance misuse: a retrospective cohort study.

Gupta P, Mayampurath A, Gruenloh T, Oguss M, Afshar AS, Spigner M, Gussick M, Churpek M, Lee T, Afshar M. Gupta P, et al. BMC Emerg Med. 2024 Oct 11;24(1):186. doi: 10.1186/s12873-024-01109-4. BMC Emerg Med. 2024. PMID: 39394106 Free PMC article. No abstract available.

7

Machine Learning-Driven Analysis of Individualized Treatment Effects Comparing Buprenorphine and Naltrexone in Opioid Use Disorder Relapse Prevention.

Afshar M, Graham Linck EJ, Spicer AB, Rotrosen J, Salisbury-Afshar EM, Sinha P, Semler MW, Churpek MM. Afshar M, et al. Among authors: churpek mm. J Addict Med. 2024 Sep-Oct 01;18(5):511-519. doi: 10.1097/ADM.0000000000001313. Epub 2024 May 22. J Addict Med. 2024. PMID: 38776423 Clinical Trial.

8

Development and Validation of a Risk Score Predicting Death Without Transplant in Adult Heart Transplant Candidates.

Zhang KC, Narang N, Jasseron C, Dorent R, Lazenby KA, Belkin MN, Grinstein J, Mayampurath A, Churpek MM, Khush KK, Parker WF. Zhang KC, et al. Among authors: churpek mm. JAMA. 2024 Feb 13;331(6):500-509. doi: 10.1001/jama.2023.27029. JAMA. 2024. PMID: 38349372 Free PMC article.

9

Can Machine Learning Raise Early Goal-Directed Therapy From the Grave?

Spicer AB, Churpek MM. Spicer AB, et al. Among authors: churpek mm. Crit Care Med. 2024 Dec 3. doi: 10.1097/CCM.0000000000006493. Online ahead of print. Crit Care Med. 2024. PMID: 39630950 No abstract available.

10

Prediction Models for Individualized Treatment Effects of Oxygen Targets-Reply.

Buell KG, Semler MW, Churpek MM. Buell KG, et al. Among authors: churpek mm. JAMA. 2024 Sep 3;332(9):758-759. doi: 10.1001/jama.2024.12038. JAMA. 2024. PMID: 39102234 No abstract available.

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