Pourhomayoun M - Search Results

1

Predicting PM2.5 atmospheric air pollution using deep learning with meteorological data and ground-based observations and remote-sensing satellite big data.

Muthukumar P, Cocom E, Nagrecha K, Comer D, Burga I, Taub J, Calvert CF, Holm J, Pourhomayoun M. Muthukumar P, et al. Among authors: pourhomayoun m. Air Qual Atmos Health. 2022;15(7):1221-1234. doi: 10.1007/s11869-021-01126-3. Epub 2021 Nov 23. Air Qual Atmos Health. 2022. PMID: 34840624 Free PMC article.

2

Predicting mortality risk in patients with COVID-19 using machine learning to help medical decision-making.

Pourhomayoun M, Shakibi M. Pourhomayoun M, et al. Smart Health (Amst). 2021 Apr;20:100178. doi: 10.1016/j.smhl.2020.100178. Epub 2021 Jan 16. Smart Health (Amst). 2021. PMID: 33521226 Free PMC article.

3

A flexible data-driven comorbidity feature extraction framework.

Sideris C, Pourhomayoun M, Kalantarian H, Sarrafzadeh M. Sideris C, et al. Among authors: pourhomayoun m. Comput Biol Med. 2016 Jun 1;73:165-72. doi: 10.1016/j.compbiomed.2016.04.014. Epub 2016 Apr 20. Comput Biol Med. 2016. PMID: 27127895

4

A data-driven feature extraction framework for predicting the severity of condition of congestive heart failure patients.

Sideris C, Alshurafa N, Pourhomayoun M, Shahmohammadi F, Samy L, Sarrafzadeh M. Sideris C, et al. Among authors: pourhomayoun m. Annu Int Conf IEEE Eng Med Biol Soc. 2015;2015:2534-7. doi: 10.1109/EMBC.2015.7318908. Annu Int Conf IEEE Eng Med Biol Soc. 2015. PMID: 26736808

5

Feasibility study of an EHR-integrated mobile shared decision making application.

Day FC, Pourhomayoun M, Keeves D, Lees AF, Sarrafzadeh M, Bell D, Pfeffer MA. Day FC, et al. Among authors: pourhomayoun m. Int J Med Inform. 2019 Apr;124:24-30. doi: 10.1016/j.ijmedinf.2019.01.008. Epub 2019 Jan 11. Int J Med Inform. 2019. PMID: 30784423

6

Remote Health Monitoring Outcome Success Prediction Using Baseline and First Month Intervention Data.

Alshurafa N, Sideris C, Pourhomayoun M, Kalantarian H, Sarrafzadeh M, Eastwood JA. Alshurafa N, et al. Among authors: pourhomayoun m. IEEE J Biomed Health Inform. 2017 Mar;21(2):507-514. doi: 10.1109/JBHI.2016.2518673. Epub 2016 Jan 18. IEEE J Biomed Health Inform. 2017. PMID: 26780823

7

Remote health monitoring: predicting outcome success based on contextual features for cardiovascular disease.

Alshurafa N, Eastwood JA, Pourhomayoun M, Liu JJ, Sarrafzadeh M. Alshurafa N, et al. Among authors: pourhomayoun m. Annu Int Conf IEEE Eng Med Biol Soc. 2014;2014:1777-81. doi: 10.1109/EMBC.2014.6943953. Annu Int Conf IEEE Eng Med Biol Soc. 2014. PMID: 25570321

8

Improving compliance in remote healthcare systems through smartphone battery optimization.

Alshurafa N, Eastwood JA, Nyamathi S, Liu JJ, Xu W, Ghasemzadeh H, Pourhomayoun M, Sarrafzadeh M. Alshurafa N, et al. Among authors: pourhomayoun m. IEEE J Biomed Health Inform. 2015 Jan;19(1):57-63. doi: 10.1109/JBHI.2014.2329712. Epub 2014 Jun 9. IEEE J Biomed Health Inform. 2015. PMID: 24951710 Clinical Trial.

9

Local Macular Thickness Relationships between 2 OCT Devices.

Mahmoudinezhad G, Mohammadzadeh V, Amini N, Toriz V, Pourhomayoun M, Heydarzadeh S, Mylavarapu A, Morales E, Caprioli J, Nouri-Mahdavi K. Mahmoudinezhad G, et al. Among authors: pourhomayoun m. Ophthalmol Glaucoma. 2021 Mar-Apr;4(2):209-215. doi: 10.1016/j.ogla.2020.08.012. Epub 2020 Aug 29. Ophthalmol Glaucoma. 2021. PMID: 32866692 Free PMC article.

10

Accurate tumor localization and tracking in radiation therapy using wireless body sensor networks.

Pourhomayoun M, Jin Z, Fowler M. Pourhomayoun M, et al. Comput Biol Med. 2014 Jul;50:41-8. doi: 10.1016/j.compbiomed.2014.04.008. Epub 2014 Apr 23. Comput Biol Med. 2014. PMID: 24832352

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