Generation of Realistic (in silico) Histopathologic Images Using Generative Models Based on Deep Neural Networks

被引：0
作者：
Benhamida, Jamal [1 ]
Rajanna, Arjun [2 ]
Sirintrapun, S. Joseph
Fuchs, Thomas [2 ]
机构：
[1] Mem Sloan Kettering, San Francisco, CA USA
[2] Mem Sloan Kettering Canc Ctr, 1275 York Ave, New York, NY 10021 USA
来源：
LABORATORY INVESTIGATION | 2018年 / 98卷
关键词：
D O I：
暂无
中图分类号：
R-3 [医学研究方法]; R3 [基础医学];
学科分类号：
1001 ;
摘要：
1630
引用
收藏
页码：584 / 584
页数：1
相关论文
共 50 条
  • [31] Deep Generative Models for Spatial Networks
    Guo, Xiaojie
    Du, Yuanqi
    Zhao, Liang
    KDD '21: PROCEEDINGS OF THE 27TH ACM SIGKDD CONFERENCE ON KNOWLEDGE DISCOVERY & DATA MINING, 2021, : 505 - 515
  • [32] Generate Realistic Traffic Sign Image Using Deep Convolutional Generative Adversarial Networks
    Liu, Yan-Ting
    Chen, Rung-Ching
    Dewi, Christine
    2021 IEEE CONFERENCE ON DEPENDABLE AND SECURE COMPUTING (DSC), 2021,
  • [33] Generative adversarial networks based sample generation of coal and rock images
    Wang X.
    Gao F.
    Chen J.
    Hao P.
    Jing Z.
    Meitan Xuebao/Journal of the China Coal Society, 2021, 46 (09): : 3066 - 3078
  • [34] SIFT and Tensor Based Object Classification in Images Using Deep Neural Networks
    Najva, N.
    Bijoy, Edet K.
    PROCEEDINGS OF 2016 INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE (ICIS), 2016, : 32 - 37
  • [35] Face Generation using Deep Convolutional Generative Adversarial Neural Network
    Devaki, P.
    Kumar, Prasanna C. B.
    Kaviraj, S.
    Ramprasath, A.
    BIOSCIENCE BIOTECHNOLOGY RESEARCH COMMUNICATIONS, 2020, 13 (11): : 20 - 23
  • [36] Deep Generative Models for Image Generation: A Practical Comparison Between Variational Autoencoders and Generative Adversarial Networks
    El-Kaddoury, Mohamed
    Mahmoudi, Abdelhak
    Himmi, Mohammed Majid
    MOBILE, SECURE, AND PROGRAMMABLE NETWORKING, 2019, 11557 : 1 - 8
  • [37] Generative Adversarial Neural Networks for Realistic Stock Market Simulations
    Labiad, Badre
    Berrado, Abdelaziz
    Benabbou, Loubna
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (03) : 45 - 53
  • [38] High-Resolution Generative Adversarial Neural Networks Applied to Histological Images Generation
    Mauricio, Antoni
    Lopez, Jorge
    Huauya, Roger
    Diaz, Jose
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2018, PT II, 2018, 11140 : 195 - 202
  • [39] A Novel Realistic Approach of Adaptive Beamforming Based on Deep Neural Networks
    Mallioras, Ioannis
    Zaharis, Zaharias D.
    Lazaridis, Pavlos, I
    Pantelopoulos, Stelios
    IEEE TRANSACTIONS ON ANTENNAS AND PROPAGATION, 2022, 70 (10) : 8833 - 8848
  • [40] Local Differential Privacy Image Generation Using Flow-Based Deep Generative Models
    Shibata, Hisaichi
    Hanaoka, Shouhei
    Cao, Yang
    Yoshikawa, Masatoshi
    Takenaga, Tomomi
    Nomura, Yukihiro
    Hayashi, Naoto
    Abe, Osamu
    APPLIED SCIENCES-BASEL, 2023, 13 (18):
12345