Swept source optical coherence tomography to early detect multiple sclerosis disease. The use of machine learning techniques A Perez del Palomar, J Cegonino, A Montolio, E Orduna, E Vilades, ... PloS one 14 (5), e0216410, 2019 | 68 | 2019 |
Machine learning in diagnosis and disability prediction of multiple sclerosis using optical coherence tomography A Montolío, A Martín-Gallego, J Cegoñino, E Orduna, E Vilades, ... Computers in Biology and Medicine 133, 104416, 2021 | 47 | 2021 |
The innate immune cell profile of the cornea predicts the onset of ocular surface inflammatory disorders A Pérez del Palomar, A Montolío, J Cegoñino, SK Dhanda, CT Lio, T Bose Journal of clinical medicine 8 (12), 2110, 2019 | 32 | 2019 |
Comparison of machine learning methods using spectralis OCT for diagnosis and disability progression prognosis in multiple sclerosis A Montolío, J CEGONino, E Garcia-Martin, A Pérez del Palomar Annals of Biomedical Engineering 50 (5), 507-528, 2022 | 29 | 2022 |
A mathematical model to predict the evolution of retinal nerve fiber layer thinning in multiple sclerosis patients A Montolio, J Cegonino, E Orduna, B Sebastian, E Garcia-Martin, ... Computers in biology and medicine 111, 103357, 2019 | 13 | 2019 |
Analysis of parainflammation in chronic glaucoma using vitreous-OCT imaging MJ Rodrigo, M Subías, A Montolío, S Méndez-Martínez, ... Biomedicines 9 (12), 1792, 2021 | 7 | 2021 |
Monitoring new long-lasting intravitreal formulation for glaucoma with vitreous images using optical coherence tomography MJ Rodrigo, A Pérez del Palomar, A Montolío, S Mendez-Martinez, ... Pharmaceutics 13 (2), 217, 2021 | 7 | 2021 |
Tunable degrees of neurodegeneration in rats based on microsphere-induced models of chronic glaucoma MJ Rodrigo, I Bravo-Osuna, M Subias, A Montolío, J Cegoñino, ... Scientific Reports 12 (1), 20622, 2022 | 6 | 2022 |
The macular retinal ganglion cell layer as a biomarker for diagnosis and prognosis in multiple sclerosis: A deep learning approach A Montolío, J Cegoñino, E Garcia‐Martin, A Pérez del Palomar Acta Ophthalmologica, 2023 | 2 | 2023 |
Evaluation with angiography by optical coherence tomography of patients with multiple sclerosis B Cordón Ciordia, J Pérez Velilla, M José Vicente Altabas, ... Acta Ophthalmologica 97, 2019 | 1 | 2019 |
Immune Analysis Using Vitreous Optical Coherence Tomography Imaging in Rats with Steroid-Induced Glaucoma MJ Rodrigo, M Subías, A Montolío, T Martínez-Rincón, A Aragón-Navas, ... Biomedicines 12 (3), 633, 2024 | | 2024 |
Analysis of vitreous immunity using OCT in rats with steroid‐induced glaucoma MJ Rodrigo, MS Perié, LA Campo, I Munuera, A Montolio, MJV Altabás, ... Acta Ophthalmologica 100, 2022 | | 2022 |
Analysis of vitreous opacities in chronic glaucoma by vitreo‐optical coherence tomography imaging MS Perié, LA Campo, MJ Vicente Altabás, ÁT Fernández, L Castro‐Roger, ... Acta Ophthalmologica 100, 2022 | | 2022 |
Retinal nerve fiber layer as a biomarker of axonal damage in multiple sclerosis patients using machine learning techniques A Montolio, J Cegonino, E Garcia-Martin, A Perez del Palomar 37th Congress of the European Committee for Treatment and Research in …, 2021 | | 2021 |
Retinal nerve fiber layer as a biomarker of disability progression in multiple sclerosis patients using machine learning techniques A Montolío, J Cegoñino, E Garcia-Martin, A Pérez del Palomar 17th International Symposium on Computer Methods in Biomechanics and …, 2021 | | 2021 |
How to Predict the Long-term Course of Neurodegenerative Diseases? A Montolío, J Cegoñino, E García-Martín, A Pérez del Palomar IX Conference of Young Researchers of I3A, 2020 | | 2020 |
LSTM recurrent neural network to predict the disability course A Montolío, J Cegoñino, E Garcia-Martin, A Pérez del Palomar Virtual Physiological Human (VPH), Paris, France, 2020 | | 2020 |
Physiological changes in retinal layers thicknesses measured with swept source optical coherence tomograph JP Velilla, MJ Vicente, EV Palomar, EO Hospital, APD Palomar, JC Banzo, ... Acta Ophthalmologica 97, 2019 | | 2019 |
Numerical model of the evolution of axonal degeneration A Montolío, J Cegoñino, E García-Martín, A Pérez del Palomar 25th Congress of the European Society of Biomechanics, Vienna, Austria, 2019 | | 2019 |
The use of classification algorithms to predict the disease evolution A Montolío, A Martín-Gallego, J Cegoñino, E García-Martín, A Pérez del Palomar 25th Congress of the European Society of Biomechanics, Vienna, Austria, 2019 | | 2019 |