Constructing different machine learning models for identifying pelvic lipomatosis based on AI-assisted CT image feature recognition

被引:0
|
作者
Wang, Maoyu [1 ]
Zhang, Zheran [2 ]
Xu, Zhikang [3 ]
Chen, Haihu [1 ]
Hua, Meimian [4 ]
Zeng, Shuxiong [1 ]
Yue, Xiaodong [5 ]
Xu, Chuanliang [1 ,4 ]
机构
[1] Naval Med Univ, Shanghai Changhai Hosp, Shanghai, Peoples R China
[2] Shanghai Univ, Sino European Sch Technol, Shanghai, Peoples R China
[3] Shanxi Univ, Sch Comp & Informat Technol, Taiyuan, Shanxi, Peoples R China
[4] Shanghai Jiao Tong Univ, Shanghai Gen Hosp, Sch Med, Shanghai, Peoples R China
[5] Shanghai Univ, Technol Inst Artificial Intelligence, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
DIAGNOSIS; SUPPORT;
D O I
10.1007/s00261-024-04641-w
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
引用
收藏
页码:1811 / 1821
页数:11
相关论文
共 46 条
  • [1] Image Feature Recognition of Railway Truck Based on Machine Learning
    Zou, Xiao
    Fu, Yusheng
    Li, Xiaobo
    PROCEEDINGS OF 2019 IEEE 3RD INFORMATION TECHNOLOGY, NETWORKING, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (ITNEC 2019), 2019, : 1549 - 1555
  • [2] Constructing a visual detection method for coagulation effect based on image feature machine learning
    Li, Shuaishuai
    Liu, Yuling
    Wang, Zhixiao
    Dou, Chuanchuan
    Zhao, Wangben
    Shu, Hao
    JOURNAL OF WATER PROCESS ENGINEERING, 2024, 68
  • [3] Toward Interpretable Machine Learning: Constructing Polynomial Models Based on Feature Interaction Trees
    Jang, Jisoo
    Kim, Mina
    Bui, Tien-Cuong
    Li, Wen-Syan
    ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2023, PT II, 2023, 13936 : 159 - 170
  • [4] Digital Image Feature Recognition Method of Mobile Platform Based on Machine Learning
    Yang, Min-Qing
    Lin, Jerry Chun-Wei
    MOBILE NETWORKS & APPLICATIONS, 2022, 27 (06): : 2506 - 2514
  • [5] Digital Image Feature Recognition Method of Mobile Platform Based on Machine Learning
    Min-Qing Yang
    Jerry Chun-Wei Lin
    Mobile Networks and Applications, 2022, 27 : 2506 - 2514
  • [6] Extraction and recognition of breast morphological feature parameters based on machine learning models
    Su, Huimin
    Zhang, Peishan
    Guo, Ziyi
    Li, Tao
    Zou, Fengyuan
    TEXTILE RESEARCH JOURNAL, 2024, 94 (15-16) : 1851 - 1865
  • [7] Study on Erythrocyte Antioxidantion Based on Machine Learning-assisted Image Recognition
    Xiao-Long, Xu
    Cheng-Lin, Zhang
    Qi-Ping, Weng
    Shui-Lian, Deng
    Yu-Zhen, Xiong
    Yan-Wen, Li
    Chun-Bo, Qin
    Jun-Ying, Zeng
    Chang-Yu, Liu
    Jian-Bo, Jia
    CHINESE JOURNAL OF ANALYTICAL CHEMISTRY, 2024, 52 (03) : 429 - 438
  • [8] NR-IQA for UAV hyperspectral image based on distortion constructing, feature screening, and machine learning
    Tian, Wenzhong
    Sanchez-Azofeifa, Arturo
    Kan, Za
    Zhao, Qingzhan
    Zhang, Guoshun
    Wu, Yuzhen
    Jiang, Kai
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2024, 133
  • [9] Center-environment feature models for materials image segmentation based on machine learning
    Han, Yuexing
    Li, Ruiqi
    Yang, Shen
    Chen, Qiaochuan
    Wang, Bing
    Liu, Yi
    SCIENTIFIC REPORTS, 2022, 12 (01)
  • [10] Handcrafted Feature and Deep Features Based Image Classification Using Machine Learning Models
    Yadav, Anupam
    Khatibi, Ali
    Shreenidhi, H. S.
    Gupta, Saroj Kumar
    Jadhav, Abhilasha
    Chohan, Mandeep Kaur
    Raju, G. Sanyasi
    Alkhayyat, Ahmed
    NATIONAL ACADEMY SCIENCE LETTERS-INDIA, 2025,