Artificial Intelligence to Reshape the Healthcare Ecosystem

被引:0
|
作者
Reali, Gianluca [1 ,2 ]
Femminella, Mauro [1 ,2 ]
机构
[1] Univ Perugia, Dept Engn, Via G Duranti 93, I-06125 Perugia, Italy
[2] Consorzio Nazl Interuniv Telecomunicaz CNIT, I-43124 Parma, Italy
关键词
artificial intelligence; ML algorithms; healthcare methodologies; information technologies; MEDICAL IMAGE SEGMENTATION; U-NET; FUTURE; MODELS; AI;
D O I
10.3390/fi16090343
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper intends to provide the reader with an overview of the main processes that are introducing artificial intelligence (AI) into healthcare services. The first part is organized according to an evolutionary perspective. We first describe the role that digital technologies have had in shaping the current healthcare methodologies and the relevant foundations for new evolutionary scenarios. Subsequently, the various evolutionary paths are illustrated with reference to AI techniques and their research activities, specifying their degree of readiness for actual clinical use. The organization of this paper is based on the interplay three pillars, namely, algorithms, enabling technologies and regulations, and healthcare methodologies. Through this organization we introduce the reader to the main evolutionary aspects of the healthcare ecosystem, to associate clinical needs with appropriate methodologies. We also explore the different aspects related to the Internet of the future that are not typically presented in papers that focus on AI, but that are equally crucial to determine the success of current research and development activities in healthcare.
引用
收藏
页数:33
相关论文
共 50 条
  • [21] Artificial intelligence in healthcare and education
    Manas Dave
    Neil Patel
    British Dental Journal, 2023, 234 : 761 - 764
  • [22] Artificial intelligence in healthcare (Review)
    Alhejaily, Abdul-Mohsen G.
    BIOMEDICAL REPORTS, 2025, 22 (01)
  • [23] SYNERGY OF ARTIFICIAL INTELLIGENCE AND HEALTHCARE
    Alkesijevic, Agneza
    Aleksijevic, Marko
    INTERDISCIPLINARY MANAGEMENT RESEARCH XVIII (IMR 2022), 2022, : 687 - 706
  • [24] Artificial Intelligence Algorithms for Healthcare
    Chumachenko, Dmytro
    Yakovlev, Sergiy
    ALGORITHMS, 2024, 17 (03)
  • [25] Artificial Intelligence (AI) in Healthcare
    Besch, Christian
    ZEITSCHRIFT FUR PALLIATIVMEDIZIN, 2020, 21 (04): : 146 - 147
  • [26] The potential for artificial intelligence in healthcare
    Wen Z.
    Huang H.
    Journal of Commercial Biotechnology, 2022, 27 (04) : 217 - 224
  • [27] Artificial intelligence in healthcare: a mastery
    Mukherjee, Jayanti
    Sharma, Ramesh
    Dutta, Prasenjit
    Bhunia, Biswanath
    BIOTECHNOLOGY AND GENETIC ENGINEERING REVIEWS, 2024, 40 (03) : 1659 - 1708
  • [28] Digitization and artificial Intelligence in Healthcare
    不详
    HERZ, 2019, 44 (08) : 725 - 725
  • [29] Artificial Intelligence in Healthcare and Psychiatry
    Krysta, Krzysztof
    Cullivan, Rachael
    Brittlebank, Andrew
    Dragasek, Jozef
    Hermans, Marc
    Strkalj Ivezics, Sladjana
    van Veelen, Nicoletta
    Casanova Dias, Marisa
    ACADEMIC PSYCHIATRY, 2025, 49 (01) : 10 - 12
  • [30] Digitization and artificial Intelligence in Healthcare
    不详
    GASTROENTEROLOGE, 2019, 14 (06): : 461 - 461