Enhancing Breast Cancer Diagnosis: A CNN-Based Approach for Medical Image Segmentation and Classification

被引：0
|
作者：
Saifullah, Shoffan [1 ,2 ]
Dreżewski, Rafal [1 ]
机构：
[1] Faculty of Computer Science, AGH University of Krakow, Krakow, Poland
[2] Department of Informatics, Universitas Pembangunan Nasional Veteran Yogyakarta, Yogyakarta, Indonesia
来源：
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | 2024年 / 14835 LNCS卷
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Computer aided diagnosis - Convolutional neural networks - Diseases - Image enhancement - Image segmentation - Medical imaging - Neural network models
引用
收藏
页码：155 / 162
相关论文
共 50 条
  • [41] CNN-based Fisheye Image Real-Time Semantic Segmentation
    Saez, Alvaro
    Bergasa, Luis M.
    Romera, Eduardo
    Lopez, Elena
    Barea, Rafael
    Sanz, Rafael
    2018 IEEE INTELLIGENT VEHICLES SYMPOSIUM (IV), 2018, : 1039 - 1044
  • [42] Enhancing Apple Leaf Disease Detection: A CNN-based Model Integrated with Image Segmentation Techniques for Precision Agriculture
    Parashar, Nidhi
    Johri, Prashant
    INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES, 2024, 9 (04) : 943 - 964
  • [43] Tuberculosis chest X-ray detection using CNN-based hybrid segmentation and classification approach
    Iqbal, Ahmed
    Usman, Muhammad
    Ahmed, Zohair
    BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2023, 84
  • [44] CNN-IETS: A CNN-based Probabilistic Approach for Information Extraction by Text Segmentation
    Hu, Meng
    Li, Zhixu
    Shen, Yongxin
    Liu, An
    Liu, Guanfeng
    Zheng, Kai
    Zhao, Lei
    CIKM'17: PROCEEDINGS OF THE 2017 ACM CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2017, : 1159 - 1168
  • [45] CNN-based deep learning approach for classification of invasive ductal and metastasis types of breast carcinoma
    Islam, Md. Tobibul
    Hoque, Md Enamul
    Ullah, Mohammad
    Islam, Md. Toufiqul
    Nishu, Nabila Akter
    Islam, Md. Rabiul
    CANCER MEDICINE, 2024, 13 (16):
  • [46] Residual learning based CNN for breast cancer histopathological image classification
    Gour, Mahesh
    Jain, Sweta
    Kumar, T. Sunil
    INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY, 2020, 30 (03) : 621 - 635
  • [47] A novel CNN-based approach for detection and classification of DDoS attacks
    Najar, Ashfaq Ahmad
    Sugali, Manohar Naik
    Lone, Faisal Rasheed
    Nazir, Azra
    CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE, 2024, 36 (19):
  • [48] Enhancing Cancer Diagnosis: A Hybrid Level-Set and Edge Detection Approach for Accurate Medical Image Segmentation
    Maolood, Ismail Y.
    ARO-THE SCIENTIFIC JOURNAL OF KOYA UNIVERSITY, 2025, 13 (01): : 75 - 85
  • [49] CNN-Based Classification for Point Cloud Object With Bearing Angle Image
    Lin, Chien-Chou
    Kuo, Chih-Hung
    Chiang, Hsin-Te
    IEEE SENSORS JOURNAL, 2022, 22 (01) : 1003 - 1011
  • [50] MRI Image Registration Considerably Improves CNN-Based Disease Classification
    Klingenberg, Malte
    Stark, Didem
    Eitel, Fabian
    Ritter, Kerstin
    MACHINE LEARNING IN CLINICAL NEUROIMAGING, 2021, 13001 : 44 - 52
12345