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Items: 23

1.

Comparison of Automated Activity Recognition to Provider Observations of Patient Mobility in the ICU.

Rawat N, Rao V, Peven M, Shrock C, Reiter A, Saria S, Ali H.

Crit Care Med. 2019 May 31. doi: 10.1097/CCM.0000000000003852. [Epub ahead of print]

PMID:
31162207
2.

Better medicine through machine learning: What's real, and what's artificial?

Saria S, Butte A, Sheikh A.

PLoS Med. 2018 Dec 31;15(12):e1002721. doi: 10.1371/journal.pmed.1002721. eCollection 2018 Dec.

3.

Individualized sepsis treatment using reinforcement learning.

Saria S.

Nat Med. 2018 Nov;24(11):1641-1642. doi: 10.1038/s41591-018-0253-x. No abstract available.

PMID:
30397359
4.

An Evolutionary Computation Approach for Optimizing Multilevel Data to Predict Patient Outcomes.

Barnes S, Saria S, Levin S.

J Healthc Eng. 2018 Mar 18;2018:7174803. doi: 10.1155/2018/7174803. eCollection 2018.

5.

Factors associated with physicians' prescriptions for rheumatoid arthritis drugs not filled by patients.

Kan HJ, Dyagilev K, Schulam P, Saria S, Kharrazi H, Bodycombe D, Molta CT, Curtis JR.

Arthritis Res Ther. 2018 May 2;20(1):79. doi: 10.1186/s13075-018-1580-5.

6.

Using Smartphones and Machine Learning to Quantify Parkinson Disease Severity: The Mobile Parkinson Disease Score.

Zhan A, Mohan S, Tarolli C, Schneider RB, Adams JL, Sharma S, Elson MJ, Spear KL, Glidden AM, Little MA, Terzis A, Dorsey ER, Saria S.

JAMA Neurol. 2018 Jul 1;75(7):876-880. doi: 10.1001/jamaneurol.2018.0809.

7.

Development and validation of a prediction model for insulin-associated hypoglycemia in non-critically ill hospitalized adults.

Mathioudakis NN, Everett E, Routh S, Pronovost PJ, Yeh HC, Golden SH, Saria S.

BMJ Open Diabetes Res Care. 2018 Mar 2;6(1):e000499. doi: 10.1136/bmjdrc-2017-000499. eCollection 2018.

8.

Process Monitoring in the Intensive Care Unit: Assessing Patient Mobility Through Activity Analysis with a Non-Invasive Mobility Sensor.

Reiter A, Ma A, Rawat N, Shrock C, Saria S.

Med Image Comput Comput Assist Interv. 2016 Oct;9900:482-490. doi: 10.1007/978-3-319-46720-7_56. Epub 2016 Oct 2.

9.

Scalable Joint Models for Reliable Uncertainty-Aware Event Prediction.

Soleimani H, Hensman J, Saria S.

IEEE Trans Pattern Anal Mach Intell. 2018 Aug;40(8):1948-1963. doi: 10.1109/TPAMI.2017.2742504. Epub 2017 Aug 21.

PMID:
28841550
10.

Measuring Patient Mobility in the ICU Using a Novel Noninvasive Sensor.

Ma AJ, Rawat N, Reiter A, Shrock C, Zhan A, Stone A, Rabiee A, Griffin S, Needham DM, Saria S.

Crit Care Med. 2017 Apr;45(4):630-636. doi: 10.1097/CCM.0000000000002265.

11.

Consensus Statement on Electronic Health Predictive Analytics: A Guiding Framework to Address Challenges.

Amarasingham R, Audet AM, Bates DW, Glenn Cohen I, Entwistle M, Escobar GJ, Liu V, Etheredge L, Lo B, Ohno-Machado L, Ram S, Saria S, Schilling LM, Shahi A, Stewart WF, Steyerberg EW, Xie B.

EGEMS (Wash DC). 2016 Mar 7;4(1):1163. doi: 10.13063/2327-9214.1163. eCollection 2016.

12.

Correlation of preterm infant illness severity with placental histology.

Chisholm KM, Heerema-McKenney A, Tian L, Rajani AK, Saria S, Koller D, Penn AA.

Placenta. 2016 Mar;39:61-9. doi: 10.1016/j.placenta.2016.01.012. Epub 2016 Jan 16.

13.

A targeted real-time early warning score (TREWScore) for septic shock.

Henry KE, Hager DN, Pronovost PJ, Saria S.

Sci Transl Med. 2015 Aug 5;7(299):299ra122. doi: 10.1126/scitranslmed.aab3719.

PMID:
26246167
14.

Learning a Severity Score for Sepsis: A Novel Approach based on Clinical Comparisons.

Dyagilev K, Saria S.

AMIA Annu Symp Proc. 2015 Nov 5;2015:1890-8. eCollection 2015.

15.

A Probabilistic Graphical Model for Individualizing Prognosis in Chronic, Complex Diseases.

Schulam P, Saria S.

AMIA Annu Symp Proc. 2015 Nov 5;2015:143-4. eCollection 2015.

16.

Dissecting an online intervention for cancer survivors: four exploratory analyses of internet engagement and its effects on health status and health behaviors.

Chen Z, Koh PW, Ritter PL, Lorig K, Bantum EO, Saria S.

Health Educ Behav. 2015 Feb;42(1):32-45. doi: 10.1177/1090198114550822. Epub 2014 Oct 5.

PMID:
25288489
17.

Big data in health care: using analytics to identify and manage high-risk and high-cost patients.

Bates DW, Saria S, Ohno-Machado L, Shah A, Escobar G.

Health Aff (Millwood). 2014 Jul;33(7):1123-31. doi: 10.1377/hlthaff.2014.0041.

PMID:
25006137
18.

Perinatal risk factors for severe injury in neonates treated with whole-body hypothermia for encephalopathy.

Wayock CP, Meserole RL, Saria S, Jennings JM, Huisman TA, Northington FJ, Graham EM.

Am J Obstet Gynecol. 2014 Jul;211(1):41.e1-8. doi: 10.1016/j.ajog.2014.03.033. Epub 2014 Mar 18.

19.

Developing predictive models using electronic medical records: challenges and pitfalls.

Paxton C, Niculescu-Mizil A, Saria S.

AMIA Annu Symp Proc. 2013 Nov 16;2013:1109-15. eCollection 2013.

20.

3D Sensing Algorithms Towards Building an Intelligent Intensive Care Unit.

Lea C, Facker J, Hager G, Taylor R, Saria S.

AMIA Jt Summits Transl Sci Proc. 2013 Mar 18;2013:136-40. eCollection 2013.

21.

Early detection of poor adherers to statins: applying individualized surveillance to pay for performance.

Zimolzak AJ, Spettell CM, Fernandes J, Fusaro VA, Palmer NP, Saria S, Kohane IS, Jonikas MA, Mandl KD.

PLoS One. 2013 Nov 4;8(11):e79611. doi: 10.1371/journal.pone.0079611. eCollection 2013.

22.

Combining Structured and Free-text Data for Automatic Coding of Patient Outcomes.

Saria S, McElvain G, Rajani AK, Penn AA, Koller DL.

AMIA Annu Symp Proc. 2010 Nov 13;2010:712-6.

23.

Integration of early physiological responses predicts later illness severity in preterm infants.

Saria S, Rajani AK, Gould J, Koller D, Penn AA.

Sci Transl Med. 2010 Sep 8;2(48):48ra65. doi: 10.1126/scitranslmed.3001304.

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