Houshang Darabi - Search Results

Year	Number of Results
2004	1
2015	1
2018	3
2019	2
2021	4
2022	3
2024	0

1

Predicting clinical outcomes among hospitalized COVID-19 patients using both local and published models.

Galanter W, Rodríguez-Fernández JM, Chow K, Harford S, Kochendorfer KM, Pishgar M, Theis J, Zulueta J, Darabi H. Galanter W, et al. Among authors: darabi h. BMC Med Inform Decis Mak. 2021 Jul 24;21(1):224. doi: 10.1186/s12911-021-01576-w. BMC Med Inform Decis Mak. 2021. PMID: 34303356 Free PMC article. Review.

2

Adversarial Attacks on Time Series.

Karim F, Majumdar S, Darabi H. Karim F, et al. Among authors: darabi h. IEEE Trans Pattern Anal Mach Intell. 2021 Oct;43(10):3309-3320. doi: 10.1109/TPAMI.2020.2986319. Epub 2021 Sep 2. IEEE Trans Pattern Anal Mach Intell. 2021. PMID: 32286957

3

REDECA: A Novel Framework to Review Artificial Intelligence and Its Applications in Occupational Safety and Health.

Pishgar M, Issa SF, Sietsema M, Pratap P, Darabi H. Pishgar M, et al. Among authors: darabi h. Int J Environ Res Public Health. 2021 Jun 22;18(13):6705. doi: 10.3390/ijerph18136705. Int J Environ Res Public Health. 2021. PMID: 34206378 Free PMC article. Review.

4

Multivariate LSTM-FCNs for time series classification.

Karim F, Majumdar S, Darabi H, Harford S. Karim F, et al. Among authors: darabi h. Neural Netw. 2019 Aug;116:237-245. doi: 10.1016/j.neunet.2019.04.014. Epub 2019 May 4. Neural Netw. 2019. PMID: 31121421

5

Childhood Asthma Disparities in Chicago: Developing Approaches to Health Inequities.

Martin MA, Kapheim MG, Erwin K, Ignoffo S, McMahon K, OʼRourke A, Gerald LB, Barrett M, Press VG, Darabi H, Krishnan JA. Martin MA, et al. Among authors: darabi h. Fam Community Health. 2018 Jul/Sep;41(3):135-145. doi: 10.1097/FCH.0000000000000187. Fam Community Health. 2018. PMID: 29781915 Free PMC article.

6

Utilizing community level factors to improve prediction of out of hospital cardiac arrest outcome using machine learning.

Harford S, Darabi H, Heinert S, Weber J, Campbell T, Kotini-Shah P, Markul E, Tataris K, Vanden Hoek T, Del Rios M. Harford S, et al. Among authors: darabi h. Resuscitation. 2022 Sep;178:78-84. doi: 10.1016/j.resuscitation.2022.07.006. Epub 2022 Jul 8. Resuscitation. 2022. PMID: 35817268 Free PMC article.

7

Improving the In-Hospital Mortality Prediction of Diabetes ICU Patients Using a Process Mining/Deep Learning Architecture.

Theis J, Galanter WL, Boyd AD, Darabi H. Theis J, et al. Among authors: darabi h. IEEE J Biomed Health Inform. 2022 Jan;26(1):388-399. doi: 10.1109/JBHI.2021.3092969. Epub 2022 Jan 17. IEEE J Biomed Health Inform. 2022. PMID: 34181560

8

Revisiting Warfarin Dosing Using Machine Learning Techniques.

Sharabiani A, Bress A, Douzali E, Darabi H. Sharabiani A, et al. Among authors: darabi h. Comput Math Methods Med. 2015;2015:560108. doi: 10.1155/2015/560108. Epub 2015 Jun 4. Comput Math Methods Med. 2015. PMID: 26146514 Free PMC article.

9

A machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflow.

Harford S, Del Rios M, Heinert S, Weber J, Markul E, Tataris K, Campbell T, Vanden Hoek T, Darabi H. Harford S, et al. Among authors: darabi h. BMC Med Inform Decis Mak. 2022 Jan 25;22(1):21. doi: 10.1186/s12911-021-01730-4. BMC Med Inform Decis Mak. 2022. PMID: 35078470 Free PMC article.

10

Learning optimal opioid prescribing and monitoring: a simulation study of medical residents.

Kannampallil TG, McNutt R, Falck S, Galanter WL, Patterson D, Darabi H, Sharabiani A, Schiff G, Odwazny R, Vaida AJ, Wilkie DJ, Lambert BL. Kannampallil TG, et al. Among authors: darabi h. JAMIA Open. 2018 Jun 27;1(2):246-254. doi: 10.1093/jamiaopen/ooy026. eCollection 2018 Oct. JAMIA Open. 2018. PMID: 31984336 Free PMC article.

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