Breast Cancer Image Pre-Processing With Convolutional Neural Network For Detection and Classification

被引:0
|
作者
Iskandar, Aulia Arif [1 ]
Jeremy, Michael [2 ]
Fathony, Muhammad [1 ]
机构
[1] Swiss German University, Department of Biomedical Engineering, Tangerang, Indonesia
[2] Swiss German University, Department of Biomedical Engineering, Jakarta, Indonesia
关键词
Compilation and indexing terms; Copyright 2024 Elsevier Inc;
D O I
4th International Conference on Biomedical Engineering, IBIOMED 2022
中图分类号
学科分类号
摘要
Computer aided diagnosis - Convolution - Diseases - Image classification - Image enhancement - Mammography - Median filters - Pipeline processing systems - X ray screens
引用
收藏
页码:81 / 86
相关论文
共 50 条
  • [1] Image pre-processing for classification (biometric identification) by a neural network
    Vannelli, A
    Wagner, S
    McGarvey, K
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXV, 2002, 4790 : 92 - 101
  • [2] Influence of Image Pre-processing to Improve the Accuracy in a Convolutional Neural Network
    Arias Del Campo, Felipe
    Vergara Villegas, Osslan Osiris
    Cruz Sanchez, Vianey Guadalupe
    Garcia Tena, Lorenzo Antonio
    Nandayapa, Manuel
    INTERNATIONAL JOURNAL OF COMBINATORIAL OPTIMIZATION PROBLEMS AND INFORMATICS, 2020, 11 (01): : 88 - 96
  • [3] Spectral Pre-Processing Based on Convolutional Neural Network
    Jiao Qing-liang
    Liu Ming
    Yu Kung
    Liu Zi-long
    Kong Ling-qin
    Hui Mei
    Dong Li-quan
    Zhao Yue-jin
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2022, 42 (01) : 292 - 297
  • [4] EFFECT OF IMAGE PRE-PROCESSING METHOD ON CONVOLUTIONAL NEURAL NETWORK CLASSIFICATION OF COVID-19 CT SCAN IMAGES
    Ummah K.R.
    Karlita T.
    Sigit R.
    Yuniarno E.M.
    Purnama I.K.E.
    Purnomo M.H.
    International Journal of Innovative Computing, Information and Control, 2022, 18 (06): : 1895 - 1912
  • [5] Flame Detection Using Appearance-Based Pre-Processing and Convolutional Neural Network
    Ryu, Jinkyu
    Kwak, Dongkurl
    APPLIED SCIENCES-BASEL, 2021, 11 (11):
  • [6] The Classification of Mammogram Using Convolutional Neural Network with Specific Image Preprocessing for Breast Cancer Detection
    Lu, Hao-Chun
    Loh, El-Wui
    Huang, Shih-Chen
    2019 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND BIG DATA (ICAIBD 2019), 2019, : 9 - 12
  • [7] Convolutional Neural Network Based Breast Cancer Histopathology Image Classification
    Yamlome, Pascal
    Akwaboah, Akwasi Darkwa
    Marz, Aylin
    Deo, Makarand
    42ND ANNUAL INTERNATIONAL CONFERENCES OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY: ENABLING INNOVATIVE TECHNOLOGIES FOR GLOBAL HEALTHCARE EMBC'20, 2020, : 1144 - 1147
  • [8] Imbalanced Histopathological Breast Cancer Image Classification with Convolutional Neural Network
    Reza, Md Shamim
    Ma, Jinwen
    PROCEEDINGS OF 2018 14TH IEEE INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP), 2018, : 619 - 624
  • [9] Breast Cancer Histopathological Image Classification Utilizing Convolutional Neural Network
    Tuan Dinh Truong
    Hien Thi-Thu Pham
    7TH INTERNATIONAL CONFERENCE ON THE DEVELOPMENT OF BIOMEDICAL ENGINEERING IN VIETNAM (BME7): TRANSLATIONAL HEALTH SCIENCE AND TECHNOLOGY FOR DEVELOPING COUNTRIES, 2020, 69 : 531 - 536
  • [10] Breast cancer pathological image classification based on a convolutional neural network
    Yu L.
    Xia Y.
    Yan Y.
    Wang P.
    Cao W.
    Harbin Gongcheng Daxue Xuebao/Journal of Harbin Engineering University, 2021, 42 (04): : 567 - 573