Texture-based speciation of otitis media-related bacterial biofilms from optical coherence tomography images using supervised classification

被引：0
|
作者：
Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana [1 ]
IL, United States
不详 [2 ]
IL, United States
不详 [3 ]
IL, United States
不详 [4 ]
IL, United States
不详 [5 ]
IL, United States
机构：
来源：
J. Biophotonics | 1864年 / 10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：
Biofilms - Image classification - Image texture - Learning systems - Support vector machines - Textures
引用
收藏
相关论文
共 43 条
  • [1] Texture-based speciation of otitis media-related bacterial biofilms from optical coherence tomography images using supervised classification
    Zaki, Farzana R.
    Monroy, Guillermo L.
    Shi, Jindou
    Sudhir, Kavya
    Boppart, Stephen A.
    JOURNAL OF BIOPHOTONICS, 2024,
  • [2] Detection of Atherosclerotic Plaque from Optical Coherence Tomography Images Using Texture-Based Segmentation
    Prakash, Ammu
    Hewko, Mark D.
    Sowa, Michael
    Sherif, Sherif S.
    SOVREMENNYE TEHNOLOGII V MEDICINE, 2015, 7 (01) : 21 - 28
  • [3] A review on texture-based methods for anomaly detection in retinal optical coherence tomography images
    Monemian M.
    Irajpour M.
    Rabbani H.
    Optik, 2023, 288
  • [4] A New Texture-Based Segmentation Method fc r Optical Coherence Tomography Images
    Monemian, Maryam
    Rabbani, Hossein
    2019 41ST ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2019, : 4750 - 4753
  • [5] Automated classification platform for the identification of otitis media using optical coherence tomography
    Monroy, Guillermo L.
    Won, Jungeun
    Dsouza, Roshan
    Pande, Paritosh
    Hill, Malcolm C.
    Porter, Ryan G.
    Novak, Michael A.
    Spillman, Darold R.
    Boppart, Stephen A.
    NPJ DIGITAL MEDICINE, 2019, 2 (1)
  • [6] Automated classification platform for the identification of otitis media using optical coherence tomography
    Guillermo L. Monroy
    Jungeun Won
    Roshan Dsouza
    Paritosh Pande
    Malcolm C. Hill
    Ryan G. Porter
    Michael A. Novak
    Darold R. Spillman
    Stephen A. Boppart
    npj Digital Medicine, 2
  • [7] Cervical optical coherence tomography image classification based on contrastive self-supervised texture learning
    Chen, Kaiyi
    Wang, Qingbin
    Ma, Yutao
    MEDICAL PHYSICS, 2022, 49 (06) : 3638 - 3653
  • [8] Classification of oral salivary gland tumors based on texture features in optical coherence tomography images
    Yang, Zihan
    Shang, Jianwei
    Liu, Chenlu
    Zhang, Jun
    Liang, Yanmei
    LASERS IN MEDICAL SCIENCE, 2022, 37 (02) : 1139 - 1146
  • [9] Classification of oral salivary gland tumors based on texture features in optical coherence tomography images
    Zihan Yang
    Jianwei Shang
    Chenlu Liu
    Jun Zhang
    Yanmei Liang
    Lasers in Medical Science, 2022, 37 : 1139 - 1146
  • [10] A new texture-based labeling framework for hyper-reflective foci identification in retinal optical coherence tomography images
    Monemian, Maryam
    Daneshmand, Parisa Ghaderi
    Rakhshani, Sajed
    Rabbani, Hossein
    SCIENTIFIC REPORTS, 2024, 14 (01):
12345