Exploring the Use of Artificial Intelligence in the Management of Prostate Cancer

被引:9
|
作者
Chu, Timothy N. N. [1 ]
Wong, Elyssa Y. Y. [1 ]
Ma, Runzhuo [1 ]
Yang, Cherine H. H. [1 ]
Dalieh, Istabraq S. [1 ]
Hung, Andrew J. J. [1 ]
机构
[1] Univ Southern Calif, USC Inst Urol, Ctr Robot Simulat & Educ, Dept Urol, Catherine & Joseph Aresty1441 Eastlake Ave Suite 7, Los Angeles, CA 90089 USA
关键词
Artificial intelligence; Machine learning; Prostate cancer; Radiomics; Pathomics; RADIOMICS; BIOPSIES;
D O I
10.1007/s11934-023-01149-6
中图分类号
R5 [内科学]; R69 [泌尿科学(泌尿生殖系疾病)];
学科分类号
1002 ; 100201 ;
摘要
Purpose of ReviewThis review aims to explore the current state of research on the use of artificial intelligence (AI) in the management of prostate cancer. We examine the various applications of AI in prostate cancer, including image analysis, prediction of treatment outcomes, and patient stratification. Additionally, the review will evaluate the current limitations and challenges faced in the implementation of AI in prostate cancer management.Recent FindingsRecent literature has focused particularly on the use of AI in radiomics, pathomics, the evaluation of surgical skills, and patient outcomes.AI has the potential to revolutionize the future of prostate cancer management by improving diagnostic accuracy, treatment planning, and patient outcomes. Studies have shown improved accuracy and efficiency of AI models in the detection and treatment of prostate cancer, but further research is needed to understand its full potential as well as limitations.
引用
收藏
页码:231 / 240
页数:10
相关论文
共 50 条
  • [1] Exploring the Use of Artificial Intelligence in the Management of Prostate Cancer
    Timothy N. Chu
    Elyssa Y. Wong
    Runzhuo Ma
    Cherine H. Yang
    Istabraq S. Dalieh
    Andrew J. Hung
    [J]. Current Urology Reports, 2023, 24 : 231 - 240
  • [2] Exploring the Use of Artificial Intelligence and Robotics in Prostate Cancer Management
    Arigbede, Olumide
    Amusa, Tope
    Buxbaum, Sarah G.
    [J]. CUREUS JOURNAL OF MEDICAL SCIENCE, 2023, 15 (09)
  • [3] Artificial intelligence in the management of prostate cancer
    Khanna, Raghav
    Martinez, Alejandro Granados
    Raison, Nicholas
    Ourselin, Sebastien
    Briganti, Alberto
    Montorsi, Francesco
    Dasgupta, Prokar
    [J]. NATURE REVIEWS UROLOGY, 2024,
  • [4] Harnessing artificial intelligence for prostate cancer management
    Zhu, Lingxuan
    Pan, Jiahua
    Mou, Weiming
    Deng, Longxin
    Zhu, Yinjie
    Wang, Yanqing
    Pareek, Gyan
    Hyams, Elias
    Carneiro, Benedito A.
    Hadfield, Matthew J.
    El-Deiry, Wafik S.
    Yang, Tao
    Tan, Tao
    Tong, Tong
    Ta, Na
    Zhu, Yan
    Gao, Yisha
    Lai, Yancheng
    Cheng, Liang
    Chen, Rui
    Xue, Wei
    [J]. CELL REPORTS MEDICINE, 2024, 5 (04)
  • [5] Artificial intelligence prostate cancer management assistant
    不详
    [J]. JOURNAL OF ENDOUROLOGY, 2005, 19 : A275 - A275
  • [6] Use of artificial intelligence in skin cancer diagnosis and management
    Wada, Miki
    Ge, ZongYuan
    Gilmore, Stephen J.
    Mar, Victoria J.
    [J]. MEDICAL JOURNAL OF AUSTRALIA, 2020, 213 (06) : 256 - +
  • [7] Patient perspectives on the use of artificial intelligence in prostate cancer diagnosis on MRI
    Fransen, Stefan J.
    Kwee, T. C.
    Rouw, D.
    Roest, C.
    van Lohuizen, Q. Y.
    Simonis, F. F. J.
    van Leeuwen, P. J.
    Heijmink, S.
    Ongena, Y. P.
    Haan, M.
    Yakar, D.
    [J]. EUROPEAN RADIOLOGY, 2024,
  • [8] A Narrative Review of the Use of Artificial Intelligence in Breast, Lung, and Prostate Cancer
    Patel, Kishan
    Huang, Sherry
    Rashid, Arnav
    Varghese, Bino
    Gholamrezanezhad, Ali
    Deogun, Jitender S.
    [J]. LIFE-BASEL, 2023, 13 (10):
  • [9] Artificial intelligence applications in prostate cancer
    Baydoun, Atallah
    Jia, Angela Y. Y.
    Zaorsky, Nicholas G. G.
    Kashani, Rojano
    Rao, Santosh
    Shoag, Jonathan E. E.
    Vince, Randy A. A.
    Bittencourt, Leonardo Kayat
    Zuhour, Raed
    Price, Alex T. T.
    Arsenault, Theodore H. H.
    Spratt, Daniel E. E.
    [J]. PROSTATE CANCER AND PROSTATIC DISEASES, 2024, 27 (01) : 37 - 45
  • [10] Genomics and Artificial Intelligence: Prostate Cancer
    Wong, Elyssa Y.
    Chu, Timothy N.
    Ladi-Seyedian, Seyedeh-Sanam
    [J]. UROLOGIC CLINICS OF NORTH AMERICA, 2024, 51 (01) : 27 - 33