Integrating artificial intelligence into haematology training and practice: Opportunities, threats and proposed solutions

被引:11
|
作者
Chai, Shang Yuin [1 ,2 ]
Hayat, Amjad [1 ,2 ]
Flaherty, Gerard Thomas [2 ]
机构
[1] Univ Hosp Galway, Dept Haematol, Galway, Ireland
[2] Natl Univ Ireland Galway, Sch Med, Galway, Ireland
关键词
clinical decision support; haematological malignancies; haemoglobinopathies; machine learning; medical education; stem cell transplantation; SYSTEM;
D O I
10.1111/bjh.18343
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
There remains a limited emphasis on the use beyond the research domain of artificial intelligence (AI) in haematology and it does not feature significantly in postgraduate medical education and training. This perspective article considers recent developments in the field of AI research in haematology and anticipates the potential benefits and risks associated with its deeper integration into the specialty. Anxiety towards the greater use of AI in healthcare stems from legitimate concerns surrounding data protection, lack of transparency in clinical decision-making, and erosion of the doctor-patient relationship. The specialty of haematology has successfully embraced multiple disruptive innovations. We are at the cusp of a new era of closer integration of AI into routine haematology practice that will ultimately benefit patient care but to harness its benefits the next generation of haematologists will need access to bespoke learning opportunities with input from data scientists.
引用
收藏
页码:807 / 811
页数:5
相关论文
共 50 条
  • [41] Integrating artificial intelligence with mechanistic epidemiological modeling: a scoping review of opportunities and challenges
    Ye, Yang
    Pandey, Abhishek
    Bawden, Carolyn
    Sumsuzzman, Dewan Md.
    Rajput, Rimpi
    Shoukat, Affan
    Singer, Burton H.
    Moghadas, Seyed M.
    Galvani, Alison P.
    NATURE COMMUNICATIONS, 2025, 16 (01)
  • [42] An era of personalized medicine in breast cancer: integrating artificial intelligence into practice
    Masood, Nosheen
    Wu, San-Gang
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [43] Artificial Intelligence and Journalistic Practice: The Crossroads of Obstacles and Opportunities for the Pakistani Journalists
    Jamil, Sadia
    JOURNALISM PRACTICE, 2021, 15 (10) : 1400 - 1422
  • [44] A Proposed Framework on Integrating Health Equity and Racial Justice into the Artificial Intelligence Development Lifecycle
    Dankwa-Mullan, Irene
    Scheufele, Elisabeth Lee
    Matheny, Michael E.
    Quintana, Yuri
    Chapman, Wendy W.
    Jackson, Gretchen
    South, Brett R.
    JOURNAL OF HEALTH CARE FOR THE POOR AND UNDERSERVED, 2021, 32 (02) : 300 - 317
  • [45] Artificial Intelligence in Medical Imaging and its Impact on the Rare Disease Community: Threats, Challenges and Opportunities
    Hasani, Navid
    Farhadi, Faraz
    Morris, Michael A.
    Nikpanah, Moozhan
    Rhamim, Arman
    Xu, Yanji
    Pariser, Anne
    Collins, Michael T.
    Summers, Ronald M.
    Jones, Elizabeth
    Siegel, Eliot
    Saboury, Babak
    PET CLINICS, 2022, 17 (01) : 13 - 29
  • [46] Spotlight commentary: Integrating artificial intelligence in clinical pharmacology: Opportunities, challenges and ethical imperatives
    Petkovic, Karlo
    Strika, Zdeslav
    Likic, Robert
    Lucijanic, Marko
    BRITISH JOURNAL OF CLINICAL PHARMACOLOGY, 2024, 90 (11) : 2700 - 2704
  • [47] Artificial intelligence in surgical education and training: opportunities, challenges, and ethical considerations - correspondence
    Satapathy, Prakasini
    Hermis, Alaa H.
    Rustagi, Sarvesh
    Pradhan, Keerti B.
    Padhi, Bijaya K.
    Sah, Ranjit
    INTERNATIONAL JOURNAL OF SURGERY, 2023, 109 (05) : 1543 - 1544
  • [48] Integrating Rehabilitation and Social Care: Opportunities for Advancing Research, Training, Practice, and Policy
    Smeltz, Lydia
    Lee, Kheng Hock
    Bettger, Janet Prvu
    ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION, 2022, 103 (09): : 1886 - 1890
  • [49] Artificial Intelligence in Infectious Disease Clinical Practice: An Overview of Gaps, Opportunities, and Limitations
    Sarantopoulos, Andreas
    Kourmpani, Christina Mastori
    Yokarasa, Atshaya Lily
    Makamanzi, Chiedza
    Antoniou, Polyna
    Spernovasilis, Nikolaos
    Tsioutis, Constantinos
    TROPICAL MEDICINE AND INFECTIOUS DISEASE, 2024, 9 (10)
  • [50] Artificial Intelligence for Older Adult Health: Opportunities for Advancing Gerontological Nursing Practice
    O'Connor, Siobhan
    JOURNAL OF GERONTOLOGICAL NURSING, 2022, 48 (12): : 3 - 5