Jalali A - Search Results

1

Artificial Intelligence in Anesthesiology: Hype, Hope, and Hurdles.

Lonsdale H, Jalali A, Gálvez JA, Ahumada LM, Simpao AF. Lonsdale H, et al. Among authors: jalali a. Anesth Analg. 2020 May;130(5):1111-1113. doi: 10.1213/ANE.0000000000004751. Anesth Analg. 2020. PMID: 32287116 No abstract available.

2

Machine Learning Applied to Registry Data: Development of a Patient-Specific Prediction Model for Blood Transfusion Requirements During Craniofacial Surgery Using the Pediatric Craniofacial Perioperative Registry Dataset.

Jalali A, Lonsdale H, Zamora LV, Ahumada L, Nguyen ATH, Rehman M, Fackler J, Stricker PA, Fernandez AM; Pediatric Craniofacial Collaborative Group. Jalali A, et al. Anesth Analg. 2021 Jan;132(1):160-171. doi: 10.1213/ANE.0000000000004988. Anesth Analg. 2021. PMID: 32618624

3

Machine Learning and Artificial Intelligence in Pediatric Research: Current State, Future Prospects, and Examples in Perioperative and Critical Care.

Lonsdale H, Jalali A, Ahumada L, Matava C. Lonsdale H, et al. Among authors: jalali a. J Pediatr. 2020 Jun;221S:S3-S10. doi: 10.1016/j.jpeds.2020.02.039. J Pediatr. 2020. PMID: 32482232 No abstract available.

4

Neural Network Classifier for Automatic Detection of Invasive Versus Noninvasive Airway Management Technique Based on Respiratory Monitoring Parameters in a Pediatric Anesthesia.

Gálvez JA, Jalali A, Ahumada L, Simpao AF, Rehman MA. Gálvez JA, et al. Among authors: jalali a. J Med Syst. 2017 Aug 23;41(10):153. doi: 10.1007/s10916-017-0787-3. J Med Syst. 2017. PMID: 28836107

5

Prediction of Periventricular Leukomalacia in Neonates after Cardiac Surgery Using Machine Learning Algorithms.

Jalali A, Simpao AF, Gálvez JA, Licht DJ, Nataraj C. Jalali A, et al. J Med Syst. 2018 Aug 17;42(10):177. doi: 10.1007/s10916-018-1029-z. J Med Syst. 2018. PMID: 30116905

6

A Dynamic Model of Rescuer Parameters for Optimizing Blood Gas Delivery during Cardiopulmonary Resuscitation.

Jalali A, Simpao AF, Gálvez JA, Berg RA, Nadkarni VM, Nataraj C. Jalali A, et al. Comput Math Methods Med. 2018 Nov 29;2018:3569346. doi: 10.1155/2018/3569346. eCollection 2018. Comput Math Methods Med. 2018. PMID: 30687409 Free PMC article.

7

Deep Learning for Improved Risk Prediction in Surgical Outcomes.

Jalali A, Lonsdale H, Do N, Peck J, Gupta M, Kutty S, Ghazarian SR, Jacobs JP, Rehman M, Ahumada LM. Jalali A, et al. Sci Rep. 2020 Jun 9;10(1):9289. doi: 10.1038/s41598-020-62971-3. Sci Rep. 2020. PMID: 32518246 Free PMC article.

8

Quality Initiative Using Theory of Change and Visual Analytics to Improve Controlled Substance Documentation Discrepancies in the Operating Room.

Dolan JE, Lonsdale H, Ahumada LM, Patel A, Samuel J, Jalali A, Peck J, DeRosa JC, Rehman M, Varughese AM, Fernandez AM. Dolan JE, et al. Among authors: jalali a. Appl Clin Inform. 2019 May;10(3):543-551. doi: 10.1055/s-0039-1693688. Epub 2019 Jul 31. Appl Clin Inform. 2019. PMID: 31365940 Free PMC article.

9

"P³": an adaptive modeling tool for post-COVID-19 restart of surgical services.

Joshi D, Jalali A, Whipple T, Rehman M, Ahumada LM. Joshi D, et al. Among authors: jalali a. JAMIA Open. 2021 Apr 28;4(2):ooab016. doi: 10.1093/jamiaopen/ooab016. eCollection 2021 Apr. JAMIA Open. 2021. PMID: 33948535 Free PMC article.

10

A Novel Nonlinear Mathematical Model of Thoracic Wall Mechanics During Cardiopulmonary Resuscitation Based on a Porcine Model of Cardiac Arrest.

Jalali A, Simpao AF, Nadkarni VM, Berg RA, Nataraj C. Jalali A, et al. J Med Syst. 2017 Feb;41(2):20. doi: 10.1007/s10916-016-0676-1. Epub 2016 Dec 17. J Med Syst. 2017. PMID: 27987159

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