Darabi H - Search Results

1

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.

2

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.

3

A machine learning based model for Out of Hospital cardiac arrest outcome classification and sensitivity analysis.

Harford S, Darabi H, Del Rios M, Majumdar S, Karim F, Vanden Hoek T, Erwin K, Watson DP. Harford S, et al. Among authors: darabi h. Resuscitation. 2019 May;138:134-140. doi: 10.1016/j.resuscitation.2019.03.012. Epub 2019 Mar 15. Resuscitation. 2019. PMID: 30885826

4

Prediction of unplanned 30-day readmission for ICU patients with heart failure.

Pishgar M, Theis J, Del Rios M, Ardati A, Anahideh H, Darabi H. Pishgar M, et al. Among authors: darabi h. BMC Med Inform Decis Mak. 2022 May 2;22(1):117. doi: 10.1186/s12911-022-01857-y. BMC Med Inform Decis Mak. 2022. PMID: 35501789 Free PMC article.

5

A process mining- deep learning approach to predict survival in a cohort of hospitalized COVID-19 patients.

Pishgar M, Harford S, Theis J, Galanter W, Rodríguez-Fernández JM, Chaisson LH, Zhang Y, Trotter A, Kochendorfer KM, Boppana A, Darabi H. Pishgar M, et al. Among authors: darabi h. BMC Med Inform Decis Mak. 2022 Jul 25;22(1):194. doi: 10.1186/s12911-022-01934-2. BMC Med Inform Decis Mak. 2022. PMID: 35879715 Free PMC article.

6

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.

7

Predicting Prolonged Hospitalization and Supplemental Oxygenation in Patients with COVID-19 Infection from Ambulatory Chest Radiographs using Deep Learning.

Pyrros A, Flanders AE, Rodríguez-Fernández JM, Chen A, Cole P, Wenzke D, Hart E, Harford S, Horowitz J, Nikolaidis P, Muzaffar N, Boddipalli V, Nebhrajani J, Siddiqui N, Willis M, Darabi H, Koyejo O, Galanter W. Pyrros A, et al. Among authors: darabi h. Acad Radiol. 2021 Aug;28(8):1151-1158. doi: 10.1016/j.acra.2021.05.002. Epub 2021 May 21. Acad Radiol. 2021. PMID: 34134940 Free PMC article.

8

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.

9

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

10

A New Approach towards Minimizing the Risk of Misdosing Warfarin Initiation Doses.

Sharabiani A, Nutescu EA, Galanter WL, Darabi H. Sharabiani A, et al. Among authors: darabi h. Comput Math Methods Med. 2018 May 13;2018:5340845. doi: 10.1155/2018/5340845. eCollection 2018. Comput Math Methods Med. 2018. PMID: 29861781 Free PMC article.

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