Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography

被引:0
|
作者
Montolío, Alberto [1 ,2 ]
Martín-Gallego, Alejandro [1 ,2 ]
Cegoñino, José [1 ,2 ]
Orduna, Elvira [3 ,4 ]
Vilades, Elisa [3 ,4 ]
Garcia-Martin, Elena [3 ,4 ]
Palomar, Amaya Pérez del [1 ,2 ]
机构
[1] Group of Biomaterials, Aragon Institute of Engineering Research (I3A), University of Zaragoza, Zaragoza, Spain
[2] Department of Mechanical Engineering, University of Zaragoza, Zaragoza, Spain
[3] Ophthalmology Department, Miguel Servet University Hospital, Zaragoza, Spain
[4] GIMSO Research and Innovative Group, Aragon Institute for Health Research (IIS Aragon), Zaragoza, Spain
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography
    Montolio, Alberto
    Martin-Gallego, Alejandro
    Cegonino, Jose
    Orduna, Elvira
    Vilades, Elisa
    Garcia-Martin, Elena
    Perez del Palomar, Amaya
    COMPUTERS IN BIOLOGY AND MEDICINE, 2021, 133
  • [2] Machine learning classification of multiple sclerosis in children using optical coherence tomography
    Ciftci Kavaklioglu, Beyza
    Erdman, Lauren
    Goldenberg, Anna
    Kavaklioglu, Can
    Alexander, Cara
    Oppermann, Hannah M.
    Patel, Amish
    Hossain, Soaad
    Berenbaum, Tara
    Yau, Olivia
    Yea, Carmen
    Ly, Mina
    Costello, Fiona
    Mah, Jean K.
    Reginald, Arun
    Banwell, Brenda
    Longoni, Giulia
    Ann Yeh, E.
    MULTIPLE SCLEROSIS JOURNAL, 2022, 28 (14) : 2253 - 2262
  • [3] The Role of Optical Coherence Tomography Criteria and Machine Learning in Multiple Sclerosis and Optic Neuritis Diagnosis
    Kenney, Rachel C.
    Liu, Mengling
    Hasanaj, Lisena
    Joseph, Binu
    Abu Al-Hassan, Abdullah
    Balk, Lisanne J.
    Behbehani, Raed
    Brandt, Alexander
    Calabresi, Peter A.
    Frohman, Elliot
    Frohman, Teresa C.
    Havla, Joachim
    Hemmer, Bernhard
    Jiang, Hong
    Knier, Benjamin
    Korn, Thomas
    Leocani, Letizia
    Martinez-Lapiscina, Elena Hernandez
    Papadopoulou, Athina
    Paul, Friedemann
    Petzold, Axel
    Pisa, Marco
    Villoslada, Pablo
    Zimmermann, Hanna
    Thorpe, Lorna E.
    Ishikawa, Hiroshi
    Schuman, Joel S.
    Wollstein, Gadi
    Chen, Yu
    Saidha, Shiv
    Galetta, Steven
    Balcer, Laura J.
    NEUROLOGY, 2022, 99 (11) : E1100 - E1112
  • [4] Machine Learning Utility for Optical Coherence Tomography in Multiple Sclerosis Is the Future Now?
    Toosy, Ahmed T.
    Eshaghi, Arman
    NEUROLOGY, 2022, 99 (11) : 453 - 454
  • [5] Optical coherence tomography in diagnosis and monitoring multiple sclerosis
    Kucharczuk, Jan
    Maciejek, Zdzislaw
    Sikorski, Bartosz L.
    NEUROLOGIA I NEUROCHIRURGIA POLSKA, 2018, 52 (02) : 140 - 149
  • [6] Diagnosis of multiple sclerosis using optical coherence tomography supported by artificial intelligence
    Ortiz, Miguel
    Mallen, Victor
    Boquete, Luciano
    Sanchez-Morla, Eva M.
    Cordon, Beatriz
    Vilades, Elisa
    Dongil-Moreno, Francisco J.
    Miguel-Jimenez, Juan M.
    Garcia-Martin, Elena
    MULTIPLE SCLEROSIS AND RELATED DISORDERS, 2023, 74
  • [7] Computer-Aided Diagnosis of Multiple Sclerosis Using a Support Vector Machine and Optical Coherence Tomography Features
    Cavaliere, Carlo
    Vilades, Elisa
    Alonso-Rodriguez, Ma C.
    Rodrigo, Maria Jesus
    Pablo, Luis Emilio
    Miguel, Juan Manuel
    Lopez-Guillen, Elena
    Morla, Eva Ma Sanchez
    Boquete, Luciano
    Garcia-Martin, Elena
    SENSORS, 2019, 19 (23)
  • [8] Optical Coherence Tomography and Optical Coherence Tomography with Angiography in Multiple Sclerosis
    Chalkias, Ioannis-Nikolaos
    Bakirtzis, Christos
    Pirounides, Demetrios
    Boziki, Marina Kleopatra
    Grigoriadis, Nikolaos
    HEALTHCARE, 2022, 10 (08)
  • [9] Optical coherence tomography and optical coherence tomography angiography in multiple sclerosis
    Gad A.H.E.
    Abd El Hamid N.A.
    El-Mofty R.M.A.-M.
    El Ghoneimy L.A.T.
    The Egyptian Journal of Neurology, Psychiatry and Neurosurgery, 59 (1)
  • [10] Diagnosis of multiple sclerosis using optical coherence tomography supported by explainable artificial intelligence
    Dongil-Moreno, F. J.
    Ortiz, M.
    Pueyo, A.
    Boquete, L.
    Sanchez-Morla, E. M.
    Jimeno-Huete, D.
    Miguel, J. M.
    Barea, R.
    Vilades, E.
    Garcia-Martin, E.
    EYE, 2024, 38 (08) : 1502 - 1508