Detection of breast lesions in medical digital imaging using neural networks

被引:0
作者
Ferrero, Gustavo [1 ]
Britos, Paola [1 ]
Garcia-Martinez, Ramon
机构
[1] Univ Buenos Aires, Sch Engn, Intelligent Syst Lab, Grad Sch,Buenos Aires Inst Technol,Software & Kno, Buenos Aires, DF, Argentina
来源
PROFESSIONAL PRACTICE IN ARTIFICIAL INTELLIGENCE | 2006年 / 218卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The purpose of this article is to present an experimental application for the detection of possible breast lesions by means of neural networks in medical digital imaging. This application broadens the scope of research into the creation of different types of topologies with the aim of improving existing networks and creating new architectures which allow for improved detection.
引用
收藏
页码:1 / +
页数:3
相关论文
共 50 条
  • [41] Siamese neural networks for continuous disease severity evaluation and change detection in medical imaging
    Li, Matthew D.
    Chang, Ken
    Bearce, Ben
    Chang, Connie Y.
    Huang, Ambrose J.
    Campbell, J. Peter
    Brown, James M.
    Singh, Praveer
    Hoebel, Katharina, V
    Erdogmus, Deniz
    Ioannidis, Stratis
    Palmer, William E.
    Chiang, Michael F.
    Kalpathy-Cramer, Jayashree
    NPJ DIGITAL MEDICINE, 2020, 3 (01)
  • [42] Control of medical digital twins with artificial neural networks
    Boettcher, Lucas
    Fonseca, Luis L.
    Laubenbacher, Reinhard C.
    PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES, 2025, 383 (2292):
  • [43] Abnormality Detection and Segmentation in Breast Digital Mammography Images Using Neural Network
    Dutta, Nixon
    Chakraborty, Basabi
    PROCEEDINGS OF THE 11TH IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT DATA ACQUISITION AND ADVANCED COMPUTING SYSTEMS: TECHNOLOGY AND APPLICATIONS (IDAACS'2021), VOL 2, 2021, : 841 - 846
  • [44] Application of neural networks to detection of medical fraud
    Health Insurance Commission, Tuggeranong
    Expert Sys Appl, 4 (329-336):
  • [45] Application of neural networks to detection of medical fraud
    He, HX
    Wang, JC
    Graco, W
    Hawkins, S
    EXPERT SYSTEMS WITH APPLICATIONS, 1997, 13 (04) : 329 - 336
  • [46] Lung Cancer Detection Using Digital Image Processing and Artificial Neural Networks
    Kalaivani, S.
    Chatterjee, Pramit
    Juyal, Shikhar
    Gupta, Rishi
    2017 INTERNATIONAL CONFERENCE OF ELECTRONICS, COMMUNICATION AND AEROSPACE TECHNOLOGY (ICECA), VOL 2, 2017, : 100 - 103
  • [47] Detection of Lymph Node Metastasis of Breast Carcinomas Using Digital Imaging Analysis
    Challa, Bindu
    Kellough, David
    Satturwar, Swati
    Lujan, Giovanni
    Frankel, Wendy
    Parwani, Anil
    Sun, Shaoli
    Li, Zaibo
    LABORATORY INVESTIGATION, 2022, 102 (SUPPL 1) : 1064 - 1066
  • [48] Breast Cancer Detection with Quanvolutional Neural Networks
    Matondo-Mvula, Nadine
    Elleithy, Khaled
    ENTROPY, 2024, 26 (08)
  • [49] Detection of Lymph Node Metastasis of Breast Carcinomas Using Digital Imaging Analysis
    Challa, Bindu
    Kellough, David
    Satturwar, Swati
    Lujan, Giovanni
    Frankel, Wendy
    Parwani, Anil
    Sun, Shaoli
    Li, Zaibo
    MODERN PATHOLOGY, 2022, 35 (SUPPL 2) : 1064 - 1066
  • [50] Adaptive bone abnormality detection in medical imagery using deep neural networks
    Storey, Oliver
    Wei, Bo
    Zhang, Li
    Mtope, Franck Romuald Fotso
    DEVELOPMENTS OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN COMPUTATION AND ROBOTICS, 2020, 12 : 915 - 922