Milstein AS - Search Results

1

Identifying Distinct Subgroups of ICU Patients: A Machine Learning Approach.

Vranas KC, Jopling JK, Sweeney TE, Ramsey MC, Milstein AS, Slatore CG, Escobar GJ, Liu VX. Vranas KC, et al. Among authors: milstein as. Crit Care Med. 2017 Oct;45(10):1607-1615. doi: 10.1097/CCM.0000000000002548. Crit Care Med. 2017. PMID: 28640021 Free PMC article.

2

The Association of ICU Acuity With Outcomes of Patients at Low Risk of Dying.

Vranas KC, Jopling JK, Scott JY, Badawi O, Harhay MO, Slatore CG, Ramsey MC, Breslow MJ, Milstein AS, Kerlin MP. Vranas KC, et al. Among authors: milstein as. Crit Care Med. 2018 Mar;46(3):347-353. doi: 10.1097/CCM.0000000000002798. Crit Care Med. 2018. PMID: 29474319 Free PMC article.

3

Using ICU Congestion as a Natural Experiment.

Jopling JK, Baiocchi M, Milstein A. Jopling JK, et al. Crit Care Med. 2016 Oct;44(10):1936-7. doi: 10.1097/CCM.0000000000001932. Crit Care Med. 2016. PMID: 27635484 No abstract available.

4

Detecting organisational innovations leading to improved ICU outcomes: a protocol for a double-blinded national positive deviance study of critical care delivery.

Chiou H, Jopling JK, Scott JY, Ramsey M, Vranas K, Wagner TH, Milstein A. Chiou H, et al. BMJ Open. 2017 Jun 14;7(6):e015930. doi: 10.1136/bmjopen-2017-015930. BMJ Open. 2017. PMID: 28615274 Free PMC article.

5

A computer vision system for deep learning-based detection of patient mobilization activities in the ICU.

Yeung S, Rinaldo F, Jopling J, Liu B, Mehra R, Downing NL, Guo M, Bianconi GM, Alahi A, Lee J, Campbell B, Deru K, Beninati W, Fei-Fei L, Milstein A. Yeung S, et al. NPJ Digit Med. 2019 Mar 1;2:11. doi: 10.1038/s41746-019-0087-z. eCollection 2019. NPJ Digit Med. 2019. PMID: 31304360 Free PMC article.

6

Making Machine Learning Models Clinically Useful.

Shah NH, Milstein A, Bagley PhD SC. Shah NH, et al. JAMA. 2019 Oct 8;322(14):1351-1352. doi: 10.1001/jama.2019.10306. JAMA. 2019. PMID: 31393527 No abstract available.

7

Bedside Computer Vision - Moving Artificial Intelligence from Driver Assistance to Patient Safety.

Yeung S, Downing NL, Fei-Fei L, Milstein A. Yeung S, et al. N Engl J Med. 2018 Apr 5;378(14):1271-1273. doi: 10.1056/NEJMp1716891. N Engl J Med. 2018. PMID: 29617592 No abstract available.

8

Achieving higher-value obstetrical care.

Woo VG, Lundeen T, Matula S, Milstein A. Woo VG, et al. Am J Obstet Gynecol. 2017 Mar;216(3):250.e1-250.e14. doi: 10.1016/j.ajog.2016.12.033. Epub 2016 Dec 29. Am J Obstet Gynecol. 2017. PMID: 28041927

9

Transforming cancer care: are transdisciplinary approaches using design-thinking, engineering, and business methodologies needed to improve value in cancer care delivery?

Patel MI, Moore D, Blayney DW, Milstein A. Patel MI, et al. J Oncol Pract. 2014 Mar;10(2):e51-4. doi: 10.1200/JOP.2013.000928. Epub 2013 Dec 26. J Oncol Pract. 2014. PMID: 24371302 No abstract available.

10

What can be achieved by redesigning stroke care for a value-based world?

Tai W, Kalanithi L, Milstein A. Tai W, et al. Expert Rev Pharmacoecon Outcomes Res. 2014 Oct;14(5):585-7. doi: 10.1586/14737167.2014.946013. Epub 2014 Aug 6. Expert Rev Pharmacoecon Outcomes Res. 2014. PMID: 25095813

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