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
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
  • [41] Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification
    Ivo M. Baltruschat
    Hannes Nickisch
    Michael Grass
    Tobias Knopp
    Axel Saalbach
    Scientific Reports, 9
  • [42] A RELATIONAL-LEARNING PERSPECTIVE TO MULTI-LABEL CHEST X-RAY CLASSIFICATION
    Sekuboyina, Anjany
    Onoro-Rubio, Daniel
    Kleesiek, Jens
    Malone, Brandon
    2021 IEEE 18TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI), 2021, : 1618 - 1622
  • [43] Comparison of Deep Learning Approaches for Multi-Label Chest X-Ray Classification
    Baltruschat, Ivo M.
    Nickisch, Hannes
    Grass, Michael
    Knopp, Tobias
    Saalbach, Axel
    SCIENTIFIC REPORTS, 2019, 9 (1)
  • [44] A Localisation Study of Deep Learning Models for Chest X-ray Image Classification 2022
    Gascoigne-Burns, James
    Katsigiannis, Stamos
    2022 IEEE-EMBS INTERNATIONAL CONFERENCE ON BIOMEDICAL AND HEALTH INFORMATICS (BHI) JOINTLY ORGANISED WITH THE IEEE-EMBS INTERNATIONAL CONFERENCE ON WEARABLE AND IMPLANTABLE BODY SENSOR NETWORKS (BSN'22), 2022,
  • [45] Progressive and Combined Deep Transfer Learning for pneumonia diagnosis in chest X-ray images
    Khaled, Mamar
    Gaceb, Djamel
    Touazi, Faycal
    Otsmane, Ahmed
    Boutoutaou, Farouk
    5TH INTERNATIONAL CONFERENCE ON INFORMATICS & DATA-DRIVEN MEDICINE, IDDM 2022, 2022, 3302
  • [46] Pneumoconiosis identification in chest X-ray films with CNN-based transfer learning
    Ran Zheng
    Lanlan Zhang
    Hai Jin
    CCF Transactions on High Performance Computing, 2021, 3 : 186 - 200
  • [47] tCheXNet: Detecting Pneumothorax on Chest X-Ray Images Using Deep Transfer Learning
    Sze-To, Antonio
    Wang, Zihe
    IMAGE ANALYSIS AND RECOGNITION (ICIAR 2019), PT II, 2019, 11663 : 325 - 332
  • [48] A Deep Transfer Learning Framework for Pneumonia Detection from Chest X-ray Images
    Islam, Kh Tohidul
    Wijewickrema, Sudanthi
    Collins, Aaron
    O'Leary, Stephen
    PROCEEDINGS OF THE 15TH INTERNATIONAL JOINT CONFERENCE ON COMPUTER VISION, IMAGING AND COMPUTER GRAPHICS THEORY AND APPLICATIONS, VOL 5: VISAPP, 2020, : 286 - 293
  • [49] Pneumoconiosis identification in chest X-ray films with CNN-based transfer learning
    Zheng, Ran
    Zhang, Lanlan
    Jin, Hai
    CCF TRANSACTIONS ON HIGH PERFORMANCE COMPUTING, 2021, 3 (02) : 186 - 200
  • [50] A Novel Transfer Learning Based Approach for Pneumonia Detection in Chest X-ray Images
    Chouhan, Vikash
    Singh, Sanjay Kumar
    Khamparia, Aditya
    Gupta, Deepak
    Tiwari, Prayag
    Moreira, Catarina
    Damasevicius, Robertas
    de Albuquerque, Victor Hugo C.
    APPLIED SCIENCES-BASEL, 2020, 10 (02):