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Items: 1 to 20 of 90

1.

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness.

Chen C, Lee J, Johnson AE, Mark RG, Celi LA, Danziger J.

Kidney Int Rep. 2017 Jun 10;2(6):1059-1065. doi: 10.1016/j.ekir.2017.05.017. eCollection 2017 Nov.

2.

Recent advances in heart sound analysis.

Clifford GD, Liu C, Moody B, Millet J, Schmidt S, Li Q, Silva I, Mark RG.

Physiol Meas. 2017 Aug 1;38(8):E10-E25. doi: 10.1088/1361-6579/aa7ec8. No abstract available.

PMID:
28696334
3.

Estimating Patient's Health State Using Latent Structure Inferred from Clinical Time Series and Text.

Zalewski A, Long W, Johnson AEW, Mark RG, Lehman LH.

IEEE EMBS Int Conf Biomed Health Inform. 2017 Feb;2017:449-452. doi: 10.1109/BHI.2017.7897302. Epub 2017 Apr 13.

4.

A Model-Based Machine Learning Approach to Probing Autonomic Regulation From Nonstationary Vital-Sign Time Series.

Lehman LH, Mark RG, Nemati S.

IEEE J Biomed Health Inform. 2018 Jan;22(1):56-66. doi: 10.1109/JBHI.2016.2636808. Epub 2016 Dec 7.

5.

An open access database for the evaluation of heart sound algorithms.

Liu C, Springer D, Li Q, Moody B, Juan RA, Chorro FJ, Castells F, Roig JM, Silva I, Johnson AE, Syed Z, Schmidt SE, Papadaniil CD, Hadjileontiadis L, Naseri H, Moukadem A, Dieterlen A, Brandt C, Tang H, Samieinasab M, Samieinasab MR, Sameni R, Mark RG, Clifford GD.

Physiol Meas. 2016 Dec;37(12):2181-2213. Epub 2016 Nov 21.

PMID:
27869105
6.

A Visualization of Evolving Clinical Sentiment Using Vector Representations of Clinical Notes.

Ghassemi MM, Mark RG, Nemati S.

Comput Cardiol (2010). 2015 Sep;2015:629-632. Epub 2016 Feb 18.

7.

Proton Pump Inhibitors Are Not Associated With Acute Kidney Injury in Critical Illness.

Lee J, Mark RG, Celi LA, Danziger J.

J Clin Pharmacol. 2016 Dec;56(12):1500-1506. doi: 10.1002/jcph.805. Epub 2016 Sep 12.

8.

False alarm reduction in critical care.

Clifford GD, Silva I, Moody B, Li Q, Kella D, Chahin A, Kooistra T, Perry D, Mark RG.

Physiol Meas. 2016 Aug;37(8):E5-E23. doi: 10.1088/0967-3334/37/8/E5. Epub 2016 Jul 25.

9.

The PhysioNet/Computing in Cardiology Challenge 2015: Reducing False Arrhythmia Alarms in the ICU.

Clifford GD, Silva I, Moody B, Li Q, Kella D, Shahin A, Kooistra T, Perry D, Mark RG.

Comput Cardiol (2010). 2015 Sep;2015:273-276.

10.

MIMIC-III, a freely accessible critical care database.

Johnson AE, Pollard TJ, Shen L, Lehman LW, Feng M, Ghassemi M, Moody B, Szolovits P, Celi LA, Mark RG.

Sci Data. 2016 May 24;3:160035. doi: 10.1038/sdata.2016.35.

11.

Admission Peripheral Edema, Central Venous Pressure, and Survival in Critically Ill Patients.

Danziger J, Chen K, Cavender S, Lee J, Feng M, Mark RG, Mukamal KJ, Celi LA.

Ann Am Thorac Soc. 2016 May;13(5):705-11. doi: 10.1513/AnnalsATS.201511-737OC.

12.

Peripheral Edema, Central Venous Pressure, and Risk of AKI in Critical Illness.

Chen KP, Cavender S, Lee J, Feng M, Mark RG, Celi LA, Mukamal KJ, Danziger J.

Clin J Am Soc Nephrol. 2016 Apr 7;11(4):602-8. doi: 10.2215/CJN.08080715. Epub 2016 Jan 19.

13.

An enhanced cerebral recovery index for coma prognostication following cardiac arrest.

Ghassemi MM, Amorim E, Pati SB, Mark RG, Brown EN, Purdon PL, Westover MB.

Conf Proc IEEE Eng Med Biol Soc. 2015;2015:534-7. doi: 10.1109/EMBC.2015.7318417.

14.

Obesity, Acute Kidney Injury, and Mortality in Critical Illness.

Danziger J, Chen KP, Lee J, Feng M, Mark RG, Celi LA, Mukamal KJ.

Crit Care Med. 2016 Feb;44(2):328-34. doi: 10.1097/CCM.0000000000001398.

15.

Increased incidence of diuretic use in critically ill obese patients.

de Louw EJ, Sun PO, Lee J, Feng M, Mark RG, Celi LA, Mukamal KJ, Danziger J.

J Crit Care. 2015 Jun;30(3):619-23. doi: 10.1016/j.jcrc.2015.01.023. Epub 2015 Feb 7.

16.

Proton pump inhibitor use is not associated with cardiac arrhythmia in critically ill patients.

Chen KP, Lee J, Mark RG, Feng M, Celi LA, Malley BE, Danziger J.

J Clin Pharmacol. 2015 Jul;55(7):774-9. doi: 10.1002/jcph.479. Epub 2015 Mar 16.

17.

Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference.

Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Nikore V, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A; MIT Critical Data Conference 2014 Organizing Committee.

JMIR Med Inform. 2015 Jan 21;3(1):e6. doi: 10.2196/medinform.4226. No abstract available.

18.

Making big data useful for health care: a summary of the inaugural mit critical data conference.

Badawi O, Brennan T, Celi LA, Feng M, Ghassemi M, Ippolito A, Johnson A, Mark RG, Mayaud L, Moody G, Moses C, Naumann T, Pimentel M, Pollard TJ, Santos M, Stone DJ, Zimolzak A; MIT Critical Data Conference 2014 Organizing Committee.

JMIR Med Inform. 2014 Aug 22;2(2):e22. doi: 10.2196/medinform.3447.

19.

Hemodynamic Monitoring Using Switching Autoregressive Dynamics of Multivariate Vital Sign Time Series.

Lehman LH, Nemati S, Mark RG.

Comput Cardiol (2010). 2015;42:1065-1068. Epub 2016 Feb 18.

20.

A physiological time series dynamics-based approach to patient monitoring and outcome prediction.

Lehman LW, Adams RP, Mayaud L, Moody GB, Malhotra A, Mark RG, Nemati S.

IEEE J Biomed Health Inform. 2015 May;19(3):1068-76. doi: 10.1109/JBHI.2014.2330827. Epub 2014 Jun 30.

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