The current and future roles of artificial intelligence in pediatric radiology

被引:11
|
作者
Otjen, Jeffrey P. [1 ]
Moore, Michael M. [2 ]
Romberg, Erin K. [1 ]
Perez, Francisco A. [1 ]
Iyer, Ramesh S. [1 ]
机构
[1] Univ Washington, Dept Radiol, Seattle Childrens Hosp, Sch Med, 4800 Sand Point Way NE,MA 7-220, Seattle, MA 98105 USA
[2] Penn State Childrens Hosp, Dept Radiol, Penn State Hlth Syst, Hershey, PA USA
关键词
Applications; Artificial intelligence; Children; Convolutional neural network; Pediatric radiology; Research; Technology;
D O I
10.1007/s00247-021-05086-9
中图分类号
R72 [儿科学];
学科分类号
100202 ;
摘要
Artificial intelligence (AI) is a broad and complicated concept that has begun to affect many areas of medicine, perhaps none so much as radiology. While pediatric radiology has been less affected than other radiology subspecialties, there are some well-developed and some nascent applications within the field. This review focuses on the use of AI within pediatric radiology for image interpretation, with descriptive summaries of the literature to date. We highlight common features that enable successful application of the technology, along with some of the limitations that can inhibit the development of this field. We present some ideas for further research in this area and challenges that must be overcome, with an understanding that technology often advances in unpredictable ways.
引用
收藏
页码:2065 / 2073
页数:9
相关论文
共 50 条
  • [1] The current and future roles of artificial intelligence in pediatric radiology
    Jeffrey P. Otjen
    Michael M. Moore
    Erin K. Romberg
    Francisco A. Perez
    Ramesh S. Iyer
    Pediatric Radiology, 2022, 52 : 2065 - 2073
  • [2] Artificial Intelligence in Radiology: Current Technology and Future Directions
    Syed, Ali B.
    Zoga, Adam C.
    SEMINARS IN MUSCULOSKELETAL RADIOLOGY, 2018, 22 (05) : 540 - 545
  • [3] Current and emerging artificial intelligence applications for pediatric musculoskeletal radiology
    Offiah, Amaka C.
    PEDIATRIC RADIOLOGY, 2022, 52 (11) : 2149 - 2158
  • [4] Current and emerging artificial intelligence applications for pediatric musculoskeletal radiology
    Amaka C. Offiah
    Pediatric Radiology, 2022, 52 : 2149 - 2158
  • [5] Current and emerging artificial intelligence applications for pediatric interventional radiology
    Desai, Sudhen B.
    Pareek, Anuj
    Lungren, Matthew P.
    PEDIATRIC RADIOLOGY, 2022, 52 (11) : 2173 - 2177
  • [6] Current and emerging artificial intelligence applications for pediatric interventional radiology
    Sudhen B. Desai
    Anuj Pareek
    Matthew P. Lungren
    Pediatric Radiology, 2022, 52 : 2173 - 2177
  • [7] Artificial intelligence in interventional radiology: Current concepts and future trends
    Lesaunier, Armelle
    Khlaut, Julien
    Dancette, Corentin
    Tselikas, Lambros
    Bonnet, Baptiste
    Boeken, Tom
    DIAGNOSTIC AND INTERVENTIONAL IMAGING, 2025, 106 (01) : 5 - 10
  • [8] Current and future roles of artificial intelligence in retinopathy of prematurity
    Jafarizadeh, Ali
    Maleki, Shadi Farabi
    Pouya, Parnia
    Sobhi, Navid
    Abdollahi, Mirsaeed
    Pedrammehr, Siamak
    Lim, Chee Peng
    Asadi, Houshyar
    Alizadehsani, Roohallah
    Tan, Ru-San
    Islam, Sheikh Mohammed Shariful
    Acharya, U. Rajendra
    ARTIFICIAL INTELLIGENCE REVIEW, 2025, 58 (06)
  • [9] Deep learning and artificial intelligence in radiology: Current applications and future directions
    Yasaka, Koichiro
    Abe, Osamu
    PLOS MEDICINE, 2018, 15 (11):
  • [10] Current and Future Roles of Artificial Intelligence in Medicinal Chemistry Synthesis
    Struble, Thomas J.
    Alvarez, Juan C.
    Brown, Scott P.
    Chytil, Milan
    Cisar, Justin
    DesJarlais, Renee L.
    Engkvist, Ola
    Frank, Scott A.
    Greve, Daniel R.
    Griffin, Daniel J.
    Hou, Xinjun
    Johannes, Jeffrey W.
    Kreatsoulas, Constantine
    Lahue, Brian
    Mathea, Miriam
    Mogk, Georg
    Nicolaou, Christos A.
    Palmer, Andrew D.
    Price, Daniel J.
    Robinson, Richard, I
    Salentin, Sebastian
    Xing, Li
    Jaakkola, Tommi
    Green, William H.
    Barzilay, Regina
    Coley, Connor W.
    Jensen, Klays F.
    JOURNAL OF MEDICINAL CHEMISTRY, 2020, 63 (16) : 8667 - 8682