The Use of Artificial Intelligence in Critical Care Medicine

Authors

  • Ala Haddadin Advent Health

DOI:

https://doi.org/10.58877/japaj.v2i1.159

Keywords:

Artificial Intelligence, Healthcare, Critical Care Medicine, Machine Learning, Intensive Care Unit

Abstract

Artificial intelligence (AI) technologies are rapidly changing healthcare in many aspects. First, a brief background and explanation of artificial intelligence and machine learning and how they can be integrated into critical care medicine. This paper serves to discuss how AI can be used in critical care medicine in four different ways, including examples of how it can be easily integrated into the field.  

References

Yoon JH, Pinsky MR, Clermont G (2022) Artificial Intelligence in Critical Care Medicine. Crit Care 26(1):75. doi: 10.1186/s13054-022-03915-3. DOI: https://doi.org/10.1186/s13054-022-03915-3

Kobayashi N, Shiga T, Ikumi S, et al (2021) Semi-automated tracking of pain in critical care patients using artificial intelligence: a retrospective observational study. Sci Rep 11, 5229. https://doi.org/10.1038/s41598-021-84714-8. DOI: https://doi.org/10.1038/s41598-021-84714-8

CDC (2023) Cardiac Arrest https://www.cdc.gov/heartdisease/cardiac-arrest.htm#:~:text=More%20than%20356%2C000%20people%20have,die%20before%20reaching%20the%20hospital.&text=Cardiac%20arrest%20occurs%20when%20the,the%20rest%20of%20the%20body. Accessed: 30 July 2023.

Greco M, Caruso PF, Cecconi M (2021) Aritificial Intelligence in the Intensive Care Unit. Thieme Medical Publishers. Semin Respir Crit Care Med 42(01): 002-009. DOI: https://doi.org/10.1055/s-0040-1719037

Giordano C, Brennan M, Mohamed B, Rashidi P, Modave F, Tighe P (2021) Accessing Artificial Intelligence for Clinical Decision-Making. Front Digit Health Jun 25;3:645232. doi:10.3389/fdgth.2021.645232. DOI: https://doi.org/10.3389/fdgth.2021.645232

Georgia Institute of Technology (2018) AI in the ICU. https://haddad.gatech.edu/journal/AI_in_the_ICU.PDF Accessed: 7 August 2023.

Amisha, Malik P, Pathania M, Rathaur VK. Overview of artificial intelligence in medicine. J Family Med Prim Care. 2019 Jul;8(7):2328-2331. doi: 10.4103/jfmpc.jfmpc_440_19. PMID: 31463251; PMCID: PMC6691444. DOI: https://doi.org/10.4103/jfmpc.jfmpc_440_19

Liopyris K, Gregoriou S, Dias J, Stratigos AJ. Artificial Intelligence in Dermatology: Challenges and Perspectives. Dermatol Ther (Heidelb). 2022 Dec;12(12):2637-2651. doi: 10.1007/s13555-022-00833-8. Epub 2022 Oct 28. PMID: 36306100; PMCID: PMC9674813. DOI: https://doi.org/10.1007/s13555-022-00833-8

Saqib M, Iftikhar M, Neha F, Karishma F, Mumtaz H. Artificial intelligence in critical illness and its impact on patient care: a comprehensive review. Front Med (Lausanne). 2023 Apr 20;10:1176192. doi: 10.3389/fmed.2023.1176192. PMID: 37153088; PMCID: PMC10158493. DOI: https://doi.org/10.3389/fmed.2023.1176192

Peine A, Hallawa A, Bickenbach J, et al. Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care. NPJ Digit Med. 2021;4:32. DOI: https://doi.org/10.1038/s41746-021-00388-6

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Published

2024-03-26

How to Cite

Haddadin, A. (2024). The Use of Artificial Intelligence in Critical Care Medicine. JAP Academy Journal, 2(1). https://doi.org/10.58877/japaj.v2i1.159