Improving pancreatic cancer image classification with transfer learning: CD45 vs. PANCK

被引:0
|
作者
Thomas, Miracle
机构
关键词
D O I
10.1158/1538-7445.TUMBODY-B010
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
B010
引用
收藏
页数:2
相关论文
共 42 条
  • [1] Deep Learning vs. Bag of Features in Machine Learning for Image Classification
    Loussaief, Sehla
    Abdelkrim, Afef
    2018 INTERNATIONAL CONFERENCE ON ADVANCED SYSTEMS AND ELECTRICAL TECHNOLOGIES (IC_ASET), 2017, : 6 - 10
  • [2] Pest classification: Explainable few-shot learning vs. convolutional neural networks vs. transfer learning
    Ragu, Nitiyaa
    Teo, Jason
    SCIENTIFIC AFRICAN, 2025, 27
  • [3] Synergistic transfer learning and adversarial networks for breast cancer diagnosis: benign vs. invasive classification
    Deebani, Wejdan
    Aziz, Lubna
    Aziz, Arshad
    Basri, Wael Sh.
    Alawad, Wedad M.
    Althubiti, Sara A.
    SCIENTIFIC REPORTS, 2025, 15 (01):
  • [4] Patterns of circulating tumor cells identified by CEP8, CK and CD45 in pancreatic cancer
    Zhang, Yujuan
    Wang, Fei
    Ning, Ning
    Chen, Qian
    Yang, Zhuo
    Guo, Ye
    Xu, Danfei
    Zhang, Donghong
    Zhan, Ting
    Cui, Wei
    INTERNATIONAL JOURNAL OF CANCER, 2015, 136 (05) : 1228 - 1233
  • [5] Uncertainty Assessment of Hyperspectral Image Classification: Deep Learning vs. Random Forest
    Roodposhti, Majid Shadman
    Aryal, Jagannath
    Lucieer, Arko
    Bryan, Brett A.
    ENTROPY, 2019, 21 (01)
  • [6] Bayesian network structure learning and inference in indoor vs. outdoor image classification
    Kane, MJ
    Savakis, A
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, : 479 - 482
  • [7] Double Transfer Learning for Breast Cancer Histopathologic Image Classification
    de Matos, Jonathan
    Britto, Alceu de S., Jr.
    Oliveira, Luiz E. S.
    Koerich, Alessandro L.
    2019 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2019,
  • [8] Deep learning for marine resources classification in non-structured scenarios: training vs. transfer learning
    Pelletier, Samuel
    Montacir, Ahmed
    Zakari, Houssam
    Akhloufi, Moulay
    2018 IEEE CANADIAN CONFERENCE ON ELECTRICAL & COMPUTER ENGINEERING (CCECE), 2018,
  • [9] A Novel Multistage Transfer Learning for Ultrasound Breast Cancer Image Classification
    Ayana, Gelan
    Park, Jinhyung
    Jeong, Jin-Woo
    Choe, Se-woon
    DIAGNOSTICS, 2022, 12 (01)
  • [10] Transfer learning based histopathologic image classification for breast cancer detection
    Deniz, Erkan
    Sengur, Abdulkadir
    Kadiroglu, Zehra
    Guo, Yanhui
    Bajaj, Varun
    Budak, Umit
    HEALTH INFORMATION SCIENCE AND SYSTEMS, 2018, 6