Guttag JV - Search Results

1

Incorporating temporal EHR data in predictive models for risk stratification of renal function deterioration.

Singh A, Nadkarni G, Gottesman O, Ellis SB, Bottinger EP, Guttag JV. Singh A, et al. Among authors: guttag jv. J Biomed Inform. 2015 Feb;53:220-8. doi: 10.1016/j.jbi.2014.11.005. Epub 2014 Nov 15. J Biomed Inform. 2015. PMID: 25460205 Free PMC article.

2

A comparison of non-symmetric entropy-based classification trees and support vector machine for cardiovascular risk stratification.

Singh A, Guttag JV. Singh A, et al. Among authors: guttag jv. Annu Int Conf IEEE Eng Med Biol Soc. 2011;2011:79-82. doi: 10.1109/IEMBS.2011.6089901. Annu Int Conf IEEE Eng Med Biol Soc. 2011. PMID: 22254255

3

Relation of death within 90 days of non-ST-elevation acute coronary syndromes to variability in electrocardiographic morphology.

Syed Z, Scirica BM, Mohanavelu S, Sung P, Michelson EL, Cannon CP, Stone PH, Stultz CM, Guttag JV. Syed Z, et al. Among authors: guttag jv. Am J Cardiol. 2009 Feb 1;103(3):307-11. doi: 10.1016/j.amjcard.2008.09.099. Epub 2008 Nov 19. Am J Cardiol. 2009. PMID: 19166680

4

Spectral energy of ECG morphologic differences to predict death.

Syed Z, Sung P, Scirica BM, Morrow DA, Stultz CM, Guttag JV. Syed Z, et al. Among authors: guttag jv. Cardiovasc Eng. 2009 Mar;9(1):18-26. doi: 10.1007/s10558-009-9066-3. Cardiovasc Eng. 2009. PMID: 19283476

5

An algorithm for seizure onset detection using intracranial EEG.

Kharbouch A, Shoeb A, Guttag J, Cash SS. Kharbouch A, et al. Epilepsy Behav. 2011 Dec;22 Suppl 1(0 1):S29-35. doi: 10.1016/j.yebeh.2011.08.031. Epilepsy Behav. 2011. PMID: 22078515 Free PMC article.

6

Learning Data-Driven Patient Risk Stratification Models for Clostridium difficile.

Wiens J, Campbell WN, Franklin ES, Guttag JV, Horvitz E. Wiens J, et al. Among authors: guttag jv. Open Forum Infect Dis. 2014 Jul 15;1(2):ofu045. doi: 10.1093/ofid/ofu045. eCollection 2014 Sep. Open Forum Infect Dis. 2014. PMID: 25734117 Free PMC article.

7

Beatquency domain and machine learning improve prediction of cardiovascular death after acute coronary syndrome.

Liu Y, Scirica BM, Stultz CM, Guttag JV. Liu Y, et al. Among authors: guttag jv. Sci Rep. 2016 Oct 6;6:34540. doi: 10.1038/srep34540. Sci Rep. 2016. PMID: 27708350 Free PMC article.

8

Predicting outcomes in patients with aortic stenosis using machine learning: the Aortic Stenosis Risk (ASteRisk) score.

Namasivayam M, Myers PD, Guttag JV, Capoulade R, Pibarot P, Picard MH, Hung J, Stultz CM. Namasivayam M, et al. Among authors: guttag jv. Open Heart. 2022 May;9(1):e001990. doi: 10.1136/openhrt-2022-001990. Open Heart. 2022. PMID: 35641101 Free PMC article.

9

SMART--an integrated wireless system for monitoring unattended patients.

Curtis DW, Pino EJ, Bailey JM, Shih EI, Waterman J, Vinterbo SA, Stair TO, Guttag JV, Greenes RA, Ohno-Machado L. Curtis DW, et al. Among authors: guttag jv. J Am Med Inform Assoc. 2008 Jan-Feb;15(1):44-53. doi: 10.1197/jamia.M2016. Epub 2007 Oct 18. J Am Med Inform Assoc. 2008. PMID: 17947629 Free PMC article.

10

Impact of patient-specificity on seizure onset detection performance.

Shoeb A, Bourgeois B, Treves S, Schachter SC, Guttag J. Shoeb A, et al. Annu Int Conf IEEE Eng Med Biol Soc. 2007;2007:4110-4. doi: 10.1109/IEMBS.2007.4353240. Annu Int Conf IEEE Eng Med Biol Soc. 2007. PMID: 18002906

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