Davoudi A - Search Results

1

Delirium Prediction using Machine Learning Models on Preoperative Electronic Health Records Data.

Davoudi A, Ebadi A, Rashidi P, Ozrazgat-Baslanti T, Bihorac A, Bursian AC. Davoudi A, et al. Proc IEEE Int Symp Bioinformatics Bioeng. 2017 Oct;2017:568-573. doi: 10.1109/BIBE.2017.00014. Epub 2018 Jan 11. Proc IEEE Int Symp Bioinformatics Bioeng. 2017. PMID: 30393788 Free PMC article.

2

Activity and Circadian Rhythm of Sepsis Patients in the Intensive Care Unit.

Davoudi A, Corbett DB, Ozrazgat-Baslanti T, Bihorac A, Brakenridge SC, Manini TM, Rashidi P. Davoudi A, et al. IEEE EMBS Int Conf Biomed Health Inform. 2018 Mar;2018:17-20. doi: 10.1109/BHI.2018.8333359. Epub 2018 Apr 9. IEEE EMBS Int Conf Biomed Health Inform. 2018. PMID: 30411088 Free PMC article.

3

A smartwatch-based framework for real-time and online assessment and mobility monitoring.

Kheirkhahan M, Nair S, Davoudi A, Rashidi P, Wanigatunga AA, Corbett DB, Mendoza T, Manini TM, Ranka S. Kheirkhahan M, et al. Among authors: davoudi a. J Biomed Inform. 2019 Jan;89:29-40. doi: 10.1016/j.jbi.2018.11.003. Epub 2018 Nov 7. J Biomed Inform. 2019. PMID: 30414474 Free PMC article.

4

Comparison of Gaussian Processes Methods to Linear methods for Imputation of Sparse Physiological Time Series.

Nickerson P, Baharloo R, Davoudi A, Bihorac A, Rashidi P. Nickerson P, et al. Among authors: davoudi a. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul;2018:4106-4109. doi: 10.1109/EMBC.2018.8513303. Annu Int Conf IEEE Eng Med Biol Soc. 2018. PMID: 30441259 Free PMC article.

5

Accuracy of Samsung Gear S Smartwatch for Activity Recognition: Validation Study.

Davoudi A, Wanigatunga AA, Kheirkhahan M, Corbett DB, Mendoza T, Battula M, Ranka S, Fillingim RB, Manini TM, Rashidi P. Davoudi A, et al. JMIR Mhealth Uhealth. 2019 Feb 6;7(2):e11270. doi: 10.2196/11270. JMIR Mhealth Uhealth. 2019. PMID: 30724739 Free PMC article.

6

Perception of Older Adults Toward Smartwatch Technology for Assessing Pain and Related Patient-Reported Outcomes: Pilot Study.

Manini TM, Mendoza T, Battula M, Davoudi A, Kheirkhahan M, Young ME, Weber E, Fillingim RB, Rashidi P. Manini TM, et al. Among authors: davoudi a. JMIR Mhealth Uhealth. 2019 Mar 26;7(3):e10044. doi: 10.2196/10044. JMIR Mhealth Uhealth. 2019. PMID: 30912756 Free PMC article.

7

Autonomous detection of disruptions in the intensive care unit using deep mask RCNN.

Malhotra KR, Davoudi A, Siegel S, Bihorac A, Rashidi P. Malhotra KR, et al. Among authors: davoudi a. Conf Comput Vis Pattern Recognit Workshops. 2018 Jun;2018:1944-1946. doi: 10.1109/CVPRW.2018.00241. Epub 2018 Dec 17. Conf Comput Vis Pattern Recognit Workshops. 2018. PMID: 30931175 Free PMC article.

8

Intelligent ICU for Autonomous Patient Monitoring Using Pervasive Sensing and Deep Learning.

Davoudi A, Malhotra KR, Shickel B, Siegel S, Williams S, Ruppert M, Bihorac E, Ozrazgat-Baslanti T, Tighe PJ, Bihorac A, Rashidi P. Davoudi A, et al. Sci Rep. 2019 May 29;9(1):8020. doi: 10.1038/s41598-019-44004-w. Sci Rep. 2019. PMID: 31142754 Free PMC article.

9

Cardiovascular death and progression to end-stage renal disease after major surgery in elderly patients.

Lysak N, Hashemighouchani H, Davoudi A, Pourafshar N, Loftus TJ, Ruppert M, Efron PA, Rashidi P, Bihorac A, Ozrazgat-Baslanti T. Lysak N, et al. Among authors: davoudi a. BJS Open. 2020 Feb;4(1):145-156. doi: 10.1002/bjs5.50232. Epub 2019 Nov 29. BJS Open. 2020. PMID: 32011817 Free PMC article.

10

Role of Wearable Accelerometer Devices in Delirium Studies: A Systematic Review.

Davoudi A, Manini TM, Bihorac A, Rashidi P. Davoudi A, et al. Crit Care Explor. 2019 Sep 13;1(9):e0027. doi: 10.1097/CCE.0000000000000027. eCollection 2019 Sep. Crit Care Explor. 2019. PMID: 32166280 Free PMC article. Review.

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