Expanding the Horizon: Enabling Hybrid Quantum Transfer Learning for Long-Tailed Chest X-Ray Classification

被引：0
|
作者：
Chan, Skylar [1 ]
Kulkarni, Pranav [1 ]
Yi, Paul H. [2 ]
Parekh, Vishwa S. [1 ]
机构：
[1] University of Maryland, School of Medicine, United States
[2] St. Jude Children’s Research Hospital
来源：
arXiv |
关键词：
Chest X-ray - Chest x-rays - Large-scales - Long-tailed classification - Machine-learning - Multi-label classifications - Quantum machine learning - Quantum machines - Quantum transfer learning - Transfer learning;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
66
引用
收藏
相关论文
共 50 条
  • [31] Discriminative Feature Learning for Thorax Disease Classification in Chest X-ray Images
    Guan, Qingji
    Huang, Yaping
    Luo, Yawei
    Liu, Ping
    Xu, Mingliang
    Yang, Yi
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2021, 30 : 2476 - 2487
  • [32] Pseudo Bias-Balanced Learning for Debiased Chest X-Ray Classification
    Luo, Luyang
    Xu, Dunyuan
    Chen, Hao
    Wong, Tien-Tsin
    Heng, Pheng-Ann
    MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, MICCAI 2022, PT VIII, 2022, 13438 : 621 - 631
  • [33] Utilizing Knowledge Distillation in Deep Learning for Classification of Chest X-Ray Abnormalities
    Ho, Thi Kieu Khanh
    Gwak, Jeonghwan
    IEEE ACCESS, 2020, 8 : 160749 - 160761
  • [34] Enhancing accuracy of chest x-ray diagnosis for respiratory diseases with transfer learning
    Hoang-Anh Ngo
    Tuan Khoi Nguyen
    Mottez, Clemence
    Hou, Xiaochen
    Liang, Ivy
    Liang, Qichi
    Thu-Anh Nguyen
    RESPIROLOGY, 2024, 29 : 212 - 213
  • [35] Detection of pneumonia from pediatric chest X-ray images by transfer learning
    Demir, Yasin
    Bingol, Ozkan
    SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, 2023, 41 (06): : 1264 - 1271
  • [36] Threat Object Classification in X-ray Images Using Transfer Learning
    Galvez, Reagan L.
    Dadios, Elmer P.
    Bandala, Argel A.
    Vicerra, Ryan Rhay P.
    2018 IEEE 10TH INTERNATIONAL CONFERENCE ON HUMANOID, NANOTECHNOLOGY, INFORMATION TECHNOLOGY, COMMUNICATION AND CONTROL, ENVIRONMENT AND MANAGEMENT (HNICEM), 2018,
  • [37] Transfer learning with NASNet-Mobile for Pneumonia X-ray classification
    Naskinova, Irina
    ASIAN-EUROPEAN JOURNAL OF MATHEMATICS, 2023, 16 (01)
  • [38] SoftLungX: leveraging transfer learning with convolutional neural networks for accurate respiratory disease classification in chest X-ray images
    Geroski, Tijana
    Pavic, Ognjen
    Dasic, Lazar
    Milovanovic, Dragan
    Petrovic, Marina
    Filipovic, Nenad
    JOURNAL OF BIG DATA, 2024, 11 (01)
  • [39] Learning disentangled representations for explainable chest X-ray classification using Dirichlet VAEs
    Harkness, Rachael
    Frangi, Alejandro F.
    Zucker, Kieran
    Ravikumar, Nishant
    MEDICAL IMAGING 2023, 2023, 12464
  • [40] Classification of Lung Chest X-Ray Images Using Deep Learning with Efficient Optimizers
    Asaithambi, A.
    Thamilarasi, V.
    2023 IEEE 13TH ANNUAL COMPUTING AND COMMUNICATION WORKSHOP AND CONFERENCE, CCWC, 2023, : 465 - 469
12345