The Role of AI in Hospitals and Clinics: Transforming Healthcare in the 21st Century

被引:166
作者
Varnosfaderani, Shiva Maleki [1 ]
Forouzanfar, Mohamad [2 ,3 ]
机构
[1] Wayne State Univ, Dept Elect Engn, Detroit, MI 48202 USA
[2] Univ Quebec, Ecole Technol Super ETS, Dept Genie Syst, Montreal, PQ H3C 1K3, Canada
[3] Inst Univ Geriatrie Montreal CRIUGM, Ctr Rech, Montreal, PQ H3W 1W5, Canada
来源
BIOENGINEERING-BASEL | 2024年 / 11卷 / 04期
关键词
artificial intelligence; clinical decision-making; ethical considerations in healthcare AI; healthcare technology; medical imaging and diagnostics;
D O I
10.3390/bioengineering11040337
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
As healthcare systems around the world face challenges such as escalating costs, limited access, and growing demand for personalized care, artificial intelligence (AI) is emerging as a key force for transformation. This review is motivated by the urgent need to harness AI's potential to mitigate these issues and aims to critically assess AI's integration in different healthcare domains. We explore how AI empowers clinical decision-making, optimizes hospital operation and management, refines medical image analysis, and revolutionizes patient care and monitoring through AI-powered wearables. Through several case studies, we review how AI has transformed specific healthcare domains and discuss the remaining challenges and possible solutions. Additionally, we will discuss methodologies for assessing AI healthcare solutions, ethical challenges of AI deployment, and the importance of data privacy and bias mitigation for responsible technology use. By presenting a critical assessment of AI's transformative potential, this review equips researchers with a deeper understanding of AI's current and future impact on healthcare. It encourages an interdisciplinary dialogue between researchers, clinicians, and technologists to navigate the complexities of AI implementation, fostering the development of AI-driven solutions that prioritize ethical standards, equity, and a patient-centered approach.
引用
收藏
页数:38
相关论文
共 198 条
[91]   Wearable on-device deep learning system for hand gesture recognition based on FPGA accelerator [J].
Jiang, Weibin ;
Ye, Xuelin ;
Chen, Ruiqi ;
Su, Feng ;
Lin, Mengru ;
Ma, Yuhanxiao ;
Zhu, Yanxiang ;
Huang, Shizhen .
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2020, 18 (01) :132-153
[92]   Artificial intelligence in drug discovery: recent advances and future perspectives [J].
Jimenez-Luna, Jose ;
Grisoni, Francesca ;
Weskamp, Nils ;
Schneider, Gisbert .
EXPERT OPINION ON DRUG DISCOVERY, 2021, 16 (09) :949-959
[93]   Real-world patient data: Can they support decision making and patient engagement? [J].
Joeris, Alexander ;
Zhu, Tracy Y. ;
Lambert, Simon ;
Wood, Andrea ;
Jayakumar, Prakash .
INJURY-INTERNATIONAL JOURNAL OF THE CARE OF THE INJURED, 2023, 54 :S51-S56
[94]  
Johnson Douglas, 2023, Res Sq, DOI 10.21203/rs.3.rs-2566942/v1
[95]   Precision Medicine, AI, and the Future of Personalized Health Care [J].
Johnson, Kevin B. ;
Wei, Wei-Qi ;
Weeraratne, Dilhan ;
Frisse, Mark E. ;
Misulis, Karl ;
Rhee, Kyu ;
Zhao, Juan ;
Snowdon, Jane L. .
CTS-CLINICAL AND TRANSLATIONAL SCIENCE, 2021, 14 (01) :86-93
[96]  
Joseph Jeffin, 2022, Procedia Computer Science, P230, DOI 10.1016/j.procs.2022.12.026
[97]  
Joshi I., 2019, Lancet, V393, P1193, DOI [10.1016/S0140-6736(19)30579-3, DOI 10.1016/S0140-6736(19)30579-3]
[98]   Artificial Intelligence: Practical Primer for Clinical Research in Cardiovascular Disease [J].
Kagiyama, Nobuyuki ;
Shrestha, Sirish ;
Farjo, Peter D. ;
Sengupta, Partho P. .
JOURNAL OF THE AMERICAN HEART ASSOCIATION, 2019, 8 (17)
[99]   Medical Diagnostic Systems Using Artificial Intelligence (AI) Algorithms: Principles and Perspectives [J].
Kaur, Simarjeet ;
Singla, Jimmy ;
Nkenyereye, Lewis ;
Jha, Sudan ;
Prashar, Deepak ;
Joshi, Gyanendra Prasad ;
El-Sappagh, Shaker ;
Islam, Md Saiful ;
Islam, S. M. Riazul .
IEEE ACCESS, 2020, 8 :228049-228069
[100]   A clinical specific BERT developed using a huge Japanese clinical text corpus [J].
Kawazoe, Yoshimasa ;
Shibata, Daisaku ;
Shinohara, Emiko ;
Aramaki, Eiji ;
Ohe, Kazuhiko .
PLOS ONE, 2021, 16 (11)