Churpek MM - Search Results

1

Using Machine Learning to Predict Weight Gain in Adults: an Observational Analysis From the All of Us Research Program.

Jawara D, Lauer KV, Venkatesh M, Stalter LN, Hanlon B, Churpek MM, Funk LM. Jawara D, et al. Among authors: churpek mm. J Surg Res. 2024 Dec 31;306:43-53. doi: 10.1016/j.jss.2024.11.042. Online ahead of print. J Surg Res. 2024. PMID: 39742657

2

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.

3

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

4

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. 2025 Jan 1;53(1):e182-e185. doi: 10.1097/CCM.0000000000006493. Epub 2024 Dec 3. Crit Care Med. 2025. PMID: 39630950 No abstract available.

5

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.

6

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.

7

Toward Precision in Critical Care Research: Methods for Observational and Interventional Studies.

Graham Linck EJ, Goligher EC, Semler MW, Churpek MM. Graham Linck EJ, et al. Among authors: churpek mm. Crit Care Med. 2024 Sep 1;52(9):1439-1450. doi: 10.1097/CCM.0000000000006371. Epub 2024 Aug 15. Crit Care Med. 2024. PMID: 39145702 Review.

8

[No title available]

[No authors listed] [No authors listed] PMID: 38589061

9

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.

10

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

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