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Items: 25

1.

Reply: metrics to assess machine learning models.

Rajkomar A, Dai AM, Sun M, Hardt M, Chen K, Rough K, Dean J.

NPJ Digit Med. 2018 Oct 10;1:57. doi: 10.1038/s41746-018-0063-z. eCollection 2018. No abstract available.

2.

Machine Learning in Medicine. Reply.

Rajkomar A, Dean J, Kohane I.

N Engl J Med. 2019 Jun 27;380(26):2589-2590. doi: 10.1056/NEJMc1906060. No abstract available.

PMID:
31242381
3.

Machine Learning in Medicine.

Rajkomar A, Dean J, Kohane I.

N Engl J Med. 2019 Apr 4;380(14):1347-1358. doi: 10.1056/NEJMra1814259. Review. No abstract available.

PMID:
30943338
4.

Automatically Charting Symptoms From Patient-Physician Conversations Using Machine Learning.

Rajkomar A, Kannan A, Chen K, Vardoulakis L, Chou K, Cui C, Dean J.

JAMA Intern Med. 2019 Jun 1;179(6):836-838. doi: 10.1001/jamainternmed.2018.8558. No abstract available.

5.

Ensuring Fairness in Machine Learning to Advance Health Equity.

Rajkomar A, Hardt M, Howell MD, Corrado G, Chin MH.

Ann Intern Med. 2018 Dec 18;169(12):866-872. doi: 10.7326/M18-1990. Epub 2018 Dec 4.

6.

Electronic Order Volume as a Meaningful Component in Estimating Patient Complexity and Resident Physician Workload.

Groningen NV, Prasad PA, Najafi N, Rajkomar A, Khanna RR, Fang MC.

J Hosp Med. 2018 Dec 1;13(12):829-835. doi: 10.12788/jhm.3069. Epub 2018 Aug 29.

PMID:
30156577
7.

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, 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.

NPJ Digit Med. 2018 May 8;1:18. doi: 10.1038/s41746-018-0029-1. eCollection 2018.

8.

Next-generation audit and feedback for inpatient quality improvement using electronic health record data: a cluster randomised controlled trial.

Patel S, Rajkomar A, Harrison JD, Prasad PA, Valencia V, Ranji SR, Mourad M.

BMJ Qual Saf. 2018 Sep;27(9):691-699. doi: 10.1136/bmjqs-2017-007393. Epub 2018 Mar 5.

PMID:
29507124
9.

What Happened to My Patient? An Educational Intervention to Facilitate Postdischarge Patient Follow-Up.

Narayana S, Rajkomar A, Harrison JD, Valencia V, Dhaliwal G, Ranji SR.

J Grad Med Educ. 2017 Oct;9(5):627-633. doi: 10.4300/JGME-D-16-00846.1.

10.

Using Spatial and Temporal Mapping to Identify Nosocomial Disease Transmission of Clostridium difficile.

Murray SG, Yim JWL, Croci R, Rajkomar A, Schmajuk G, Khanna R, Cucina RJ.

JAMA Intern Med. 2017 Dec 1;177(12):1863-1865. doi: 10.1001/jamainternmed.2017.5506. No abstract available.

11.

Caring Wisely: A Program to Support Frontline Clinicians and Staff in Improving Healthcare Delivery and Reducing Costs.

Gonzales R, Moriates C, Lau C, Valencia V, Imershein S, Rajkomar A, Prasad P, Boscardin C, Grady D, Johnston S.

J Hosp Med. 2017 Aug;12(8):662-667. doi: 10.12788/jhm.2786.

PMID:
28786434
12.

Association Between a Virtual Glucose Management Service and Glycemic Control in Hospitalized Adult Patients: An Observational Study.

Rushakoff RJ, Sullivan MM, MacMaster HW, Shah AD, Rajkomar A, Glidden DV, Kohn MA.

Ann Intern Med. 2017 May 2;166(9):621-627. doi: 10.7326/M16-1413. Epub 2017 Mar 28.

PMID:
28346946
13.

Standardized Attending Rounds to Improve the Patient Experience: A Pragmatic Cluster Randomized Controlled Trial.

Monash B, Najafi N, Mourad M, Rajkomar A, Ranji SR, Fang MC, Glass M, Milev D, Ding Y, Shen A, Sharpe BA, Harrison JD.

J Hosp Med. 2017 Mar;12(3):143-149. doi: 10.12788/jhm.2694.

PMID:
28272589
14.

Using the Electronic Health Record to Identify Educational Gaps for Internal Medicine Interns.

Rajkomar A, Ranji SR, Sharpe B.

J Grad Med Educ. 2017 Feb;9(1):109-112. doi: 10.4300/JGME-D-16-00272.1.

15.

Association Between Surgeon Scorecard Use and Operating Room Costs.

Zygourakis CC, Valencia V, Moriates C, Boscardin CK, Catschegn S, Rajkomar A, Bozic KJ, Soo Hoo K, Goldberg AN, Pitts L, Lawton MT, Dudley RA, Gonzales R.

JAMA Surg. 2017 Mar 1;152(3):284-291. doi: 10.1001/jamasurg.2016.4674.

16.

Low Diagnostic Utility of Rechecking Hemoglobins Within 24 Hours in Hospitalized Patients.

Rajkomar A, McCulloch CE, Fang MC.

Am J Med. 2016 Nov;129(11):1194-1197. doi: 10.1016/j.amjmed.2016.07.004. Epub 2016 Jul 22.

17.
18.

High-Throughput Classification of Radiographs Using Deep Convolutional Neural Networks.

Rajkomar A, Lingam S, Taylor AG, Blum M, Mongan J.

J Digit Imaging. 2017 Feb;30(1):95-101. doi: 10.1007/s10278-016-9914-9.

19.

Using Tablet Computers to Increase Patient Engagement With Electronic Personal Health Records: Protocol For a Prospective, Randomized Interventional Study.

Greysen SR, Magan Mendoza Y, Rosenthal J, Jacolbia R, Rajkomar A, Lee H, Auerbach A.

JMIR Res Protoc. 2016 Sep 6;5(3):e176. doi: 10.2196/resprot.4672.

20.

The association between discharge before noon and length of stay in medical and surgical patients.

Rajkomar A, Valencia V, Novelero M, Mourad M, Auerbach A.

J Hosp Med. 2016 Dec;11(12):859-861. doi: 10.1002/jhm.2529. Epub 2015 Dec 30.

PMID:
26717556
21.

Understanding safety-critical interactions with a home medical device through Distributed Cognition.

Rajkomar A, Mayer A, Blandford A.

J Biomed Inform. 2015 Aug;56:179-94. doi: 10.1016/j.jbi.2015.06.002. Epub 2015 Jun 6.

22.

Patients' and carers' experiences of interacting with home haemodialysis technology: implications for quality and safety.

Rajkomar A, Farrington K, Mayer A, Walker D, Blandford A.

BMC Nephrol. 2014 Dec 11;15:195. doi: 10.1186/1471-2369-15-195.

23.

Understanding infusion administration in the ICU through Distributed Cognition.

Rajkomar A, Blandford A.

J Biomed Inform. 2012 Jun;45(3):580-90. doi: 10.1016/j.jbi.2012.02.003. Epub 2012 Feb 25.

24.

Improving diagnostic reasoning to improve patient safety.

Rajkomar A, Dhaliwal G.

Perm J. 2011 Summer;15(3):68-73.

25.

Post-mastectomy breast reconstruction: a history in evolution.

Rozen WM, Rajkomar AK, Anavekar NS, Ashton MW.

Clin Breast Cancer. 2009 Aug;9(3):145-54. doi: 10.3816/CBC.2009.n.024. Review.

PMID:
19661037

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