Application of Artificial Intelligence in the Diagnosis, Treatment, and Prognostic Evaluation of Mediastinal Malignant Tumors

被引:9
|
作者
Pang, Jiyun [1 ,2 ,3 ]
Xiu, Weigang [1 ,2 ,3 ]
Ma, Xuelei [4 ]
机构
[1] Sichuan Univ, West China Hosp, Canc Ctr, Div Thorac Tumor Multimodal Treatment, Chengdu 610041, Peoples R China
[2] Sichuan Univ, West China Hosp, Canc Ctr, State Key Lab Biotherapy, Chengdu 610041, Peoples R China
[3] Sichuan Univ, West China Sch Med, Chengdu 610041, Peoples R China
[4] Sichuan Univ, West China Hosp, Canc Ctr, Dept Biotherapy, Chengdu 610041, Peoples R China
关键词
artificial intelligence; mediastinal malignancy; deep learning; artificial neural network; NEURAL-NETWORKS; HIGH-RISK; CANCER; CLASSIFICATION; OUTCOMES; THERAPY; HISTOPATHOLOGY; THYMECTOMY; PREDICTION; SURGERY;
D O I
10.3390/jcm12082818
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Artificial intelligence (AI), also known as machine intelligence, is widely utilized in the medical field, promoting medical advances. Malignant tumors are the critical focus of medical research and improvement of clinical diagnosis and treatment. Mediastinal malignancy is an important tumor that attracts increasing attention today due to the difficulties in treatment. Combined with artificial intelligence, challenges from drug discovery to survival improvement are constantly being overcome. This article reviews the progress of the use of AI in the diagnosis, treatment, and prognostic prospects of mediastinal malignant tumors based on current literature findings.
引用
收藏
页数:14
相关论文
共 50 条
  • [21] Application of artificial intelligence in the diagnosis and treatment of hepatocellular carcinoma: A review
    Miguel Jiménez Pérez
    Rocío González Grande
    World Journal of Gastroenterology, 2020, (37) : 5617 - 5628
  • [22] Application of Artificial Intelligence in Ophthalmology for the Diagnosis and Treatment of Eye Diseases
    N. Yu. Ilyasova
    N. S. Demin
    Pattern Recognition and Image Analysis, 2022, 32 : 477 - 482
  • [23] THE APPLICATION OF NANOMATERIALS IN DIAGNOSIS AND TREATMENT FOR MALIGNANT PRIMARY BRAIN TUMORS
    Liang, Ruichao
    Fang, Fang
    NANO, 2014, 9 (01)
  • [24] Application of New Molecular Probes in the Diagnosis and Treatment of Malignant Tumors
    Cheng, Dengfeng
    Lu, Hui
    CANCERS, 2023, 15 (19)
  • [25] PRIMARY MALIGNANT TUMORS OF BONE - EVALUATION OF CURRENT DIAGNOSIS AND TREATMENT
    COPELAND, MM
    CANCER, 1967, 20 (05) : 738 - +
  • [26] DIAGNOSIS AND TREATMENT OF MALIGNANT TUMORS
    KNUTRUD, O
    ACTA PAEDIATRICA SCANDINAVICA, 1970, 59 (02): : 228 - &
  • [27] Surgical treatment of malignant mediastinal neurogenic tumors in children
    Kang, Chang Hyun
    Kim, Young Tae
    Jeon, Sang-Hoon
    Sung, Sook-Whan
    Kim, Joo Hyun
    EUROPEAN JOURNAL OF CARDIO-THORACIC SURGERY, 2007, 31 (04) : 725 - 729
  • [28] DIAGNOSIS AND SURGICAL TREATMENT OF MEDIASTINAL PARATHYROID TUMORS
    ROTHMUND, M
    DIETHELM, L
    BRUNNER, H
    KUMMERLE, F
    ANNALS OF SURGERY, 1976, 183 (02) : 139 - 145
  • [29] Application of Artificial Intelligence in Diagnosis of Craniopharyngioma
    Qin, Caijie
    Hu, Wenxing
    Wang, Xinsheng
    Ma, Xibo
    FRONTIERS IN NEUROLOGY, 2022, 12
  • [30] EVALUATION OF DIAGNOSTIC METHODS - APPLICATION TO DIAGNOSIS OF BENIGN OR MALIGNANT COLONIC TUMORS
    POYNARD, T
    NOUVELLE PRESSE MEDICALE, 1978, 7 (23): : 2031 - 2033