Revolutionizing MASLD: How Artificial Intelligence Is Shaping the Future of Liver Care

被引:0
|
作者
Pugliese, Nicola [1 ,2 ]
Bertazzoni, Arianna [1 ,2 ]
Hassan, Cesare [1 ,3 ]
Schattenberg, Joern M. [4 ]
Aghemo, Alessio [1 ,2 ]
机构
[1] Humanitas Univ, Dept Biomed Sci, I-20072 Pieve Emanuele, MI, Italy
[2] IRCCS Humanitas Res Hosp, Dept Gastroenterol, Div Internal Med & Hepatol, I-20089 Rozzano, MI, Italy
[3] IRCCS Humanitas Res Hosp, Endoscopy Unit, I-20089 Rozzano, MI, Italy
[4] Saarland Univ, Dept Internal Med 2, Med Ctr, D-66421 Homburg, Germany
关键词
fatty liver disease; liver steatosis; deep machine learning; chatbot; metabolic syndrome; DENSITY FAT-FRACTION; DIAGNOSIS; STEATOSIS;
D O I
10.3390/cancers17050722
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Metabolic dysfunction-associated steatotic liver disease (MASLD) is emerging as a leading cause of chronic liver disease. In recent years, artificial intelligence (AI) has attracted significant attention in healthcare, particularly in diagnostics, patient management, and drug development, demonstrating immense potential for application and implementation. In the field of MASLD, substantial research has explored the application of AI in various areas, including patient counseling, improved patient stratification, enhanced diagnostic accuracy, drug development, and prognosis prediction. However, the integration of AI in hepatology is not without challenges. Key issues include data management and privacy, algorithmic bias, and the risk of AI-generated inaccuracies, commonly referred to as "hallucinations". This review aims to provide a comprehensive overview of the applications of AI in hepatology, with a focus on MASLD, highlighting both its transformative potential and its inherent limitations.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] As how artificial intelligence is revolutionizing endoscopy
    Rey, Jean -Francois
    CLINICAL ENDOSCOPY, 2024, 57 (03) : 302 - 308
  • [2] How Artificial Intelligence Revolutionizing Digital Marketing
    Alansari, Atheer Khalid
    Hamdan, Allam
    Alareeni, Bahaaeddin
    IMPACT OF ARTIFICIAL INTELLIGENCE, AND THE FOURTH INDUSTRIAL REVOLUTION ON BUSINESS SUCCESS, 2023, 485 : 187 - 198
  • [3] Revolutionizing Ophthalmic Care: The Impact of Artificial Intelligence
    Subha, L.
    Sharma, Atul
    Misra, Anita
    GAZI MEDICAL JOURNAL, 2024, 35 (04): : 457 - 466
  • [4] The Future of Writing: How Artificial Intelligence is Shaping the Way We Write
    Mondal, Himel
    INDIAN JOURNAL OF VASCULAR AND ENDOVASCULAR SURGERY, 2025, 12 (01) : 74 - 75
  • [5] Shaping the future of work with artificial intelligence
    Frost M.
    Jeske T.
    Terstegen S.
    ZWF Zeitschrift fuer Wirtschaftlichen Fabrikbetrieb, 2019, 114 (06): : 359 - 363
  • [6] Revolutionizing Spinal Care: Current Applications and Future Directions of Artificial Intelligence and Machine Learning
    Yagi, Mitsuru
    Yamanouchi, Kento
    Fujita, Naruhito
    Funao, Haruki
    Ebata, Shigeto
    JOURNAL OF CLINICAL MEDICINE, 2023, 12 (13)
  • [7] The Impact of artificial intelligence (AI) in revolutionizing all aspects of urological care: a glimpse in the future
    Nedbal, Carlotta
    Bres-Niewada, Ewa
    Dybowski, Bartosz
    Somani, Bhaskar K.
    CENTRAL EUROPEAN JOURNAL OF UROLOGY, 2024, 77 (01) : 12 - 14
  • [8] Redefining pedagogy with artificial intelligence: How nursing students are shaping the future of learning
    Ghimire, Animesh
    Qiu, Yunjing
    NURSE EDUCATION IN PRACTICE, 2025, 84
  • [9] Embracing Artificial Intelligence: Revolutionizing Nursing Documentation for a Better Future
    Yadav, Sankalp
    CUREUS JOURNAL OF MEDICAL SCIENCE, 2024, 16 (04)
  • [10] How artificial intelligence and large language models are revolutionizing dermatology
    Busik, Valentina
    DERMATOLOGIE, 2024, 75 (09): : 743 - 746