The Present and Future of Artificial Intelligence in Urological Cancer

被引:3
作者
Liu, Xun [1 ]
Shi, Jianxi [1 ]
Li, Zhaopeng [1 ]
Huang, Yue [1 ]
Zhang, Zhihong [1 ]
Zhang, Changwen [1 ]
机构
[1] Tianjin Med Univ, Hosp 2, Tianjin Inst Urol, Tianjin 300211, Peoples R China
关键词
artificial intelligence; urological cancer; pathology; imaging; treatment; RENAL-CELL CARCINOMA; BLADDER-CANCER; INTEROBSERVER VARIABILITY; PROSTATE-CANCER; DIAGNOSIS; MODEL; PREDICTION; OUTCOMES; RISK; OPPORTUNITIES;
D O I
10.3390/jcm12154995
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Artificial intelligence has drawn more and more attention for both research and application in the field of medicine. It has considerable potential for urological cancer detection, therapy, and prognosis prediction due to its ability to choose features in data to complete a particular task autonomously. Although the clinical application of AI is still immature and faces drawbacks such as insufficient data and a lack of prospective clinical trials, AI will play an essential role in individualization and the whole management of cancers as research progresses. In this review, we summarize the applications and studies of AI in major urological cancers, including tumor diagnosis, treatment, and prognosis prediction. Moreover, we discuss the current challenges and future applications of AI.
引用
收藏
页数:14
相关论文
共 50 条
[41]   Artificial intelligence in lung cancer: current applications, future perspectives, and challenges [J].
Huang, Dongdong ;
Li, Zifang ;
Jiang, Tao ;
Yang, Chaojuan ;
Li, Ning .
FRONTIERS IN ONCOLOGY, 2024, 14
[42]   Artificial Intelligence in Radiotherapy Treatment Planning: Present and Future [J].
Wang, Chunhao ;
Zhu, Xiaofeng ;
Hong, Julian C. ;
Zheng, Dandan .
TECHNOLOGY IN CANCER RESEARCH & TREATMENT, 2019, 18
[43]   Impact of Artificial Intelligence on Engineering: Past, Present and Future [J].
Blake, Robert W. ;
Mathew, Robins ;
George, Abraham ;
Papakostas, Nikolaos .
54TH CIRP CONFERENCE ON MANUFACTURING SYSTEMS 2021-TOWARDS DIGITALIZED MANUFACTURING 4.0, CMS 2021, 2021, 104 :1728-1733
[44]   Merging telecommunication and artificial intelligence: Past, present and future [J].
Lamba, R ;
Kahanda, GA .
CIC '05: Proceedings of the 2005 International Conference on Communications in Computing, 2005, :119-126
[45]   Artificial intelligence and prescription of antibiotic therapy: present and future [J].
Giacobbe, Daniele Roberto ;
Marelli, Cristina ;
Guastavino, Sabrina ;
Signori, Alessio ;
Mora, Sara ;
Rosso, Nicola ;
Campi, Cristina ;
Piana, Michele ;
Murgia, Ylenia ;
Giacomini, Mauro ;
Bassetti, Matteo .
EXPERT REVIEW OF ANTI-INFECTIVE THERAPY, 2024, 22 (10) :819-833
[46]   Hyperpolarized Magnetic Resonance and Artificial Intelligence: Frontiers of Imaging in Pancreatic Cancer [J].
Enriquez, Jose S. ;
Chu, Yan ;
Pudakalakatti, Shivanand ;
Hsieh, Kang Lin ;
Salmon, Duncan ;
Dutta, Prasanta ;
Millward, Niki Zacharias ;
Lurie, Eugene ;
Millward, Steven ;
McAllister, Florencia ;
Maitra, Anirban ;
Sen, Subrata ;
Killary, Ann ;
Zhang, Jian ;
Jiang, Xiaoqian ;
Bhattacharya, Pratip K. ;
Shams, Shayan .
JMIR MEDICAL INFORMATICS, 2021, 9 (06)
[47]   Applications of Artificial Intelligence in Screening, Diagnosis, Treatment, and Prognosis of Colorectal Cancer [J].
Qiu, Hang ;
Ding, Shuhan ;
Liu, Jianbo ;
Wang, Liya ;
Wang, Xiaodong .
CURRENT ONCOLOGY, 2022, 29 (03) :1773-1795
[48]   Artificial Intelligence in Surgery: The Future Is Now [J].
Guni, Ahmad ;
Varma, Piyush ;
Zhang, Joe ;
Fehervari, Matyas ;
Ashrafian, Hutan .
EUROPEAN SURGICAL RESEARCH, 2024, 65 (01) :22-39
[49]   Current advances in the use of artificial intelligence in predicting and managing urological complications [J].
Shah, Nikhil ;
Khalid, Usman ;
Kavia, Rajesh ;
Batura, Deepak .
INTERNATIONAL UROLOGY AND NEPHROLOGY, 2024, 56 (11) :3427-3435
[50]   Applications of artificial intelligence in prostate cancer histopathology [J].
Busby, Dallin ;
Grauer, Ralph ;
Pandav, Krunal ;
Khosla, Akshita ;
Jain, Parag ;
Menon, Mani ;
Haines III, G. Kenneth ;
Cordon-Cardo, Carlos ;
Gorin, Michael A. ;
Tewari, Ashutosh K. .
UROLOGIC ONCOLOGY-SEMINARS AND ORIGINAL INVESTIGATIONS, 2024, 42 (03) :37-47