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Items: 20

1.

Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study.

Huang C, Murugiah K, Mahajan S, Li SX, Dhruva SS, Haimovich JS, Wang Y, Schulz WL, Testani JM, Wilson FP, Mena CI, Masoudi FA, Rumsfeld JS, Spertus JA, Mortazavi BJ, Krumholz HM.

PLoS Med. 2018 Nov 27;15(11):e1002703. doi: 10.1371/journal.pmed.1002703. eCollection 2018 Nov.

2.

Prediction of ICU Readmissions Using Data at Patient Discharge.

Pakbin A, Rafi P, Hurley N, Schulz W, Harlan Krumholz M, Bobak Mortazavi J.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:4932-4935. doi: 10.1109/EMBC.2018.8513181.

PMID:
30441449
3.

Monitoring Lung Mechanics during Mechanical Ventilation using Machine Learning Algorithms.

Hezarjaribi N, Dutta R, Xing T, Murdoch GK, Mazrouee S, Mortazavi BJ, Ghasemzadeh H.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:1160-1163. doi: 10.1109/EMBC.2018.8512483.

PMID:
30440597
4.

Knowledge-driven dictionaries for sparse representation of continuous glucose monitoring signals.

Goel N, Chaspari T, Mortazavi BJ, Prioleau T, Sabharwal A, Gutierrez-Osuna R.

Conf Proc IEEE Eng Med Biol Soc. 2018 Jul;2018:191-194. doi: 10.1109/EMBC.2018.8512262.

PMID:
30440370
5.

Quantitative assessment of hand motor function in cervical spinal disorder patients using target tracking tests.

Lee SI, Huang A, Mortazavi B, Li C, Hoffman HA, Garst J, Lu DS, Getachew R, Espinal M, Razaghy M, Ghalehsari N, Paak BH, Ghavam AA, Afridi M, Ostowari A, Ghasemzadeh H, Lu DC, Sarrafzadeh M.

J Rehabil Res Dev. 2016;53(6):1007-1022. doi: 10.1682/JRRD.2014.12.0319.

6.

Prediction of Adverse Events in Patients Undergoing Major Cardiovascular Procedures.

Mortazavi BJ, Desai N, Zhang J, Coppi A, Warner F, Krumholz HM, Negahban S.

IEEE J Biomed Health Inform. 2017 Nov;21(6):1719-1729. doi: 10.1109/JBHI.2017.2675340. Epub 2017 Mar 1.

PMID:
28287993
7.

Analysis of Machine Learning Techniques for Heart Failure Readmissions.

Mortazavi BJ, Downing NS, Bucholz EM, Dharmarajan K, Manhapra A, Li SX, Negahban SN, Krumholz HM.

Circ Cardiovasc Qual Outcomes. 2016 Nov;9(6):629-640. doi: 10.1161/CIRCOUTCOMES.116.003039. Epub 2016 Nov 8.

8.

Dynamic Computation Offloading for Low-Power Wearable Health Monitoring Systems.

Kalantarian H, Sideris C, Mortazavi B, Alshurafa N, Sarrafzadeh M.

IEEE Trans Biomed Eng. 2017 Mar;64(3):621-628. doi: 10.1109/TBME.2016.2570210. Epub 2016 May 18.

PMID:
28113209
9.

Improving Biomedical Signal Search Results in Big Data Case-Based Reasoning Environments.

Woodbridge J, Mortazavi B, Bui AA, Sarrafzadeh M.

Pervasive Mob Comput. 2016 Jun;28:69-80. Epub 2015 Oct 27.

10.

Objectively quantifying walking ability in degenerative spinal disorder patients using sensor equipped smart shoes.

Lee SI, Park E, Huang A, Mortazavi B, Garst JH, Jahanforouz N, Espinal M, Siero T, Pollack S, Afridi M, Daneshvar M, Ghias S, Lu DC, Sarrafzadeh M.

Med Eng Phys. 2016 May;38(5):442-9. doi: 10.1016/j.medengphy.2016.02.004. Epub 2016 Mar 9.

11.

The Rickettsia Endosymbiont of Ixodes pacificus Contains All the Genes of De Novo Folate Biosynthesis.

Hunter DJ, Torkelson JL, Bodnar J, Mortazavi B, Laurent T, Deason J, Thephavongsa K, Zhong J.

PLoS One. 2015 Dec 9;10(12):e0144552. doi: 10.1371/journal.pone.0144552. eCollection 2015.

12.

Can smartwatches replace smartphones for posture tracking?

Mortazavi B, Nemati E, VanderWall K, Flores-Rodriguez HG, Cai JY, Lucier J, Naeim A, Sarrafzadeh M.

Sensors (Basel). 2015 Oct 22;15(10):26783-800. doi: 10.3390/s151026783.

13.

A Prediction Model for Functional Outcomes in Spinal Cord Disorder Patients Using Gaussian Process Regression.

Lee SI, Mortazavi B, Hoffman HA, Lu DS, Li C, Paak BH, Garst JH, Razaghy M, Espinal M, Park E, Lu DC, Sarrafzadeh M.

IEEE J Biomed Health Inform. 2016 Jan;20(1):91-9. doi: 10.1109/JBHI.2014.2372777. Epub 2014 Nov 20.

PMID:
25423659
14.

Near-realistic mobile exergames with wireless wearable sensors.

Mortazavi B, Nyamathi S, Lee SI, Wilkerson T, Ghasemzadeh H, Sarrafzadeh M.

IEEE J Biomed Health Inform. 2014 Mar;18(2):449-56. doi: 10.1109/JBHI.2013.2293674.

PMID:
24608050
15.

A pervasive assessment of motor function: a lightweight grip strength tracking system.

Lee SI, Ghasemzadeh H, Mortazavi BJ, Sarrafzadeh M.

IEEE J Biomed Health Inform. 2013 Nov;17(6):1023-30. doi: 10.1109/JBHI.2013.2262833.

PMID:
24240720
16.

Designing a robust activity recognition framework for health and exergaming using wearable sensors.

Alshurafa N, Xu W, Liu JJ, Huang MC, Mortazavi B, Roberts CK, Sarrafzadeh M.

IEEE J Biomed Health Inform. 2014 Sep;18(5):1636-46. doi: 10.1109/JBHI.2013.2287504. Epub 2013 Oct 25.

PMID:
24235280
17.

High performance biomedical time series indexes using salient segmentation.

Woodbridge J, Mortazavi B, Bui AA, Sarrafzadeh M.

Conf Proc IEEE Eng Med Biol Soc. 2012;2012:5086-9. doi: 10.1109/EMBC.2012.6347137.

18.

A Monte Carlo Approach to Biomedical Time Series Search.

Woodbridge J, Mortazavi B, Sarrafzadeh M, Bui AA.

Proceedings (IEEE Int Conf Bioinformatics Biomed). 2012 Oct;2012:71-76. Epub 2012 Dec 24.

19.

Aggregated Indexing of Biomedical Time Series Data.

Woodbridge J, Mortazavi B, Sarrafzadeh M, Bui AA.

Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2012 Sep;2012:23-30. Epub 2012 Dec 3.

20.

Dynamic Task Optimization in Remote Diabetes Monitoring Systems.

Suh MK, Woodbridge J, Moin T, Lan M, Alshurafa N, Samy L, Mortazavi B, Ghasemzadeh H, Bui A, Ahmadi S, Sarrafzadeh M.

Proc IEEE Int Conf Healthc Inform Imaging Syst Biol. 2012 Sep;2012:3-11. Epub 2012 Dec 3.

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