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Items: 15

1.

Ambulatory assessment of phonotraumatic vocal hyperfunction using glottal airflow measures estimated from neck-surface acceleration.

Cortés JP, Espinoza VM, Ghassemi M, Mehta DD, Van Stan JH, Hillman RE, Guttag JV, Zañartu M.

PLoS One. 2018 Dec 20;13(12):e0209017. doi: 10.1371/journal.pone.0209017. eCollection 2018.

2.

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

Liu Y, Scirica BM, Stultz CM, Guttag JV.

Sci Rep. 2016 Oct 6;6:34540. doi: 10.1038/srep34540.

3.

Using Ambulatory Voice Monitoring to Investigate Common Voice Disorders: Research Update.

Mehta DD, Van Stan JH, Zañartu M, Ghassemi M, Guttag JV, Espinoza VM, Cortés JP, Cheyne HA 2nd, Hillman RE.

Front Bioeng Biotechnol. 2015 Oct 16;3:155. doi: 10.3389/fbioe.2015.00155. eCollection 2015.

4.

Corrections to "Learning to Detect Vocal Hyperfunction From Ambulatory Neck-Surface Acceleration Features: Initial Results For Vocal Fold Nodules".

Ghassemi M, Van Stan JH, Mehta DD, Zañartu M, Cheyne HA 2nd, Hillman RE, Guttag JV.

IEEE Trans Biomed Eng. 2015 Oct;62(10):2544. doi: 10.1109/TBME.2015.2465051. No abstract available.

PMID:
26389645
5.

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

Wiens J, Campbell WN, Franklin ES, Guttag JV, Horvitz E.

Open Forum Infect Dis. 2014 Jul 15;1(2):ofu045. doi: 10.1093/ofid/ofu045. eCollection 2014 Sep.

6.

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.

J Biomed Inform. 2015 Feb;53:220-8. doi: 10.1016/j.jbi.2014.11.005. Epub 2014 Nov 15.

7.

ECG morphological variability in beat space for risk stratification after acute coronary syndrome.

Liu Y, Syed Z, Scirica BM, Morrow DA, Guttag JV, Stultz CM.

J Am Heart Assoc. 2014 Jun 24;3(3):e000981. doi: 10.1161/JAHA.114.000981.

8.

Learning to detect vocal hyperfunction from ambulatory neck-surface acceleration features: initial results for vocal fold nodules.

Ghassemi M, Van Stan JH, Mehta DD, Zañartu M, Cheyne HA 2nd, Hillman RE, Guttag JV.

IEEE Trans Biomed Eng. 2014 Jun;61(6):1668-75. doi: 10.1109/TBME.2013.2297372. Erratum in: IEEE Trans Biomed Eng. 2015 Oct;62(10):2544.

9.

Patient-specific ventricular beat classification without patient-specific expert knowledge: a transfer learning approach.

Wiens J, Guttag JV.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:5876-9. doi: 10.1109/IEMBS.2011.6091453.

PMID:
22255676
10.

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

Singh A, Guttag JV.

Conf Proc IEEE Eng Med Biol Soc. 2011;2011:79-82. doi: 10.1109/IEMBS.2011.6089901.

PMID:
22254255
11.

Computationally generated cardiac biomarkers for risk stratification after acute coronary syndrome.

Syed Z, Stultz CM, Scirica BM, Guttag JV.

Sci Transl Med. 2011 Sep 28;3(102):102ra95. doi: 10.1126/scitranslmed.3002557. Erratum in: Sci Transl Med. 2011 Nov 30;3(111):111er8.

12.

Spectral energy of ECG morphologic differences to predict death.

Syed Z, Sung P, Scirica BM, Morrow DA, Stultz CM, Guttag JV.

Cardiovasc Eng. 2009 Mar;9(1):18-26. doi: 10.1007/s10558-009-9066-3.

PMID:
19283476
13.

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.

Am J Cardiol. 2009 Feb 1;103(3):307-11. doi: 10.1016/j.amjcard.2008.09.099. Epub 2008 Nov 19.

PMID:
19166680
14.

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.

J Am Med Inform Assoc. 2008 Jan-Feb;15(1):44-53. Epub 2007 Oct 18.

15.

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