Butte AJ - Search Results

1

Predicting Inpatient Medication Orders From Electronic Health Record Data.

Rough K, Dai AM, Zhang K, Xue Y, Vardoulakis LM, Cui C, Butte AJ, Howell MD, Rajkomar A. Rough K, et al. Among authors: butte aj. Clin Pharmacol Ther. 2020 Jul;108(1):145-154. doi: 10.1002/cpt.1826. Epub 2020 Apr 11. Clin Pharmacol Ther. 2020. PMID: 32141068 Free PMC article.

2

Predicting adverse drug reactions using publicly available PubChem BioAssay data.

Pouliot Y, Chiang AP, Butte AJ. Pouliot Y, et al. Among authors: butte aj. Clin Pharmacol Ther. 2011 Jul;90(1):90-9. doi: 10.1038/clpt.2011.81. Epub 2011 May 25. Clin Pharmacol Ther. 2011. PMID: 21613989 Free PMC article.

3

Leveraging big data to transform target selection and drug discovery.

Chen B, Butte AJ. Chen B, et al. Among authors: butte aj. Clin Pharmacol Ther. 2016 Mar;99(3):285-97. doi: 10.1002/cpt.318. Clin Pharmacol Ther. 2016. PMID: 26659699 Free PMC article. Review.

4

Assessment of a Deep Learning Model Based on Electronic Health Record Data to Forecast Clinical Outcomes in Patients With Rheumatoid Arthritis.

Norgeot B, Glicksberg BS, Trupin L, Lituiev D, Gianfrancesco M, Oskotsky B, Schmajuk G, Yazdany J, Butte AJ. Norgeot B, et al. Among authors: butte aj. JAMA Netw Open. 2019 Mar 1;2(3):e190606. doi: 10.1001/jamanetworkopen.2019.0606. JAMA Netw Open. 2019. PMID: 30874779 Free PMC article.

5

Integrating biomedical research and electronic health records to create knowledge-based biologically meaningful machine-readable embeddings.

Nelson CA, Butte AJ, Baranzini SE. Nelson CA, et al. Among authors: butte aj. Nat Commun. 2019 Jul 10;10(1):3045. doi: 10.1038/s41467-019-11069-0. Nat Commun. 2019. PMID: 31292438 Free PMC article.

6

Scalable and accurate deep learning with electronic health records.

Rajkomar A, Oren E, Chen K, Dai AM, Hajaj N, Hardt M, Liu PJ, Liu X, Marcus J, Sun M, Sundberg P, Yee H, Zhang K, Zhang Y, Flores G, Duggan GE, Irvine J, Le Q, Litsch K, Mossin A, Tansuwan J, Wang D, Wexler J, Wilson J, Ludwig D, Volchenboum SL, Chou K, Pearson M, Madabushi S, Shah NH, Butte AJ, Howell MD, Cui C, Corrado GS, Dean J. Rajkomar A, et al. Among authors: butte aj. NPJ Digit Med. 2018 May 8;1:18. doi: 10.1038/s41746-018-0029-1. eCollection 2018. NPJ Digit Med. 2018. PMID: 31304302 Free PMC article.

7

Accuracy of medical billing data against the electronic health record in the measurement of colorectal cancer screening rates.

Rudrapatna VA, Glicksberg BS, Avila P, Harding-Theobald E, Wang C, Butte AJ. Rudrapatna VA, et al. Among authors: butte aj. BMJ Open Qual. 2020 Mar;9(1):e000856. doi: 10.1136/bmjoq-2019-000856. BMJ Open Qual. 2020. PMID: 32209595 Free PMC article.

8

Rethinking PICO in the Machine Learning Era: ML-PICO.

Liu X, Anstey J, Li R, Sarabu C, Sono R, Butte AJ. Liu X, et al. Among authors: butte aj. Appl Clin Inform. 2021 Mar;12(2):407-416. doi: 10.1055/s-0041-1729752. Epub 2021 May 19. Appl Clin Inform. 2021. PMID: 34010977 Free PMC article.

9

Embedding electronic health records onto a knowledge network recognizes prodromal features of multiple sclerosis and predicts diagnosis.

Nelson CA, Bove R, Butte AJ, Baranzini SE. Nelson CA, et al. Among authors: butte aj. J Am Med Inform Assoc. 2022 Jan 29;29(3):424-434. doi: 10.1093/jamia/ocab270. J Am Med Inform Assoc. 2022. PMID: 34915552 Free PMC article.

10

Postoperative delirium prediction using machine learning models and preoperative electronic health record data.

Bishara A, Chiu C, Whitlock EL, Douglas VC, Lee S, Butte AJ, Leung JM, Donovan AL. Bishara A, et al. Among authors: butte aj. BMC Anesthesiol. 2022 Jan 3;22(1):8. doi: 10.1186/s12871-021-01543-y. BMC Anesthesiol. 2022. PMID: 34979919 Free PMC article.

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