Miguel Caixinha
Miguel Caixinha
Assistant Professor, University of Beira Interior
Verified email at ubi.pt
Title
Cited by
Cited by
Year
Machine learning techniques in clinical vision sciences
M Caixinha, S Nunes
Current eye research 42 (1), 1-15, 2017
332017
Using ultrasound backscattering signals and Nakagami statistical distribution to assess regional cataract hardness
M Caixinha, DA Jesus, E Velte, MJ Santos, JB Santos
IEEE Transactions on Biomedical Engineering 61 (12), 2921-2929, 2014
332014
In-vivo automatic nuclear cataract detection and classification in an animal model by ultrasounds
M Caixinha, J Amaro, M Santos, F Perdigão, M Gomes, J Santos
IEEE Transactions on Biomedical Engineering 63 (11), 2326-2335, 2016
172016
New approach for objective cataract classification based on ultrasound techniques using multiclass SVM classifiers
M Caixinha, E Velte, M Santos, JB Santos
2014 IEEE International Ultrasonics Symposium, 2402-2405, 2014
132014
Automatic cataract classification based on ultrasound technique using machine learning: a comparative study
M Caxinha, E Velte, M Santos, F Perdigão, J Amaro, M Gomes, J Santos
Physics Procedia 70, 1221-1224, 2015
102015
Automatic cataract hardness classification ex vivo by ultrasound techniques
M Caixinha, M Santos, J Santos
Ultrasound in Medicine & Biology 42 (4), 989-998, 2016
62016
Ultrasound techniques for lens hardness characterization: A comparison study
D Jesus, M Caixinha, M Santos, J Santos
2012 IEEE International Ultrasonics Symposium, 2376-2379, 2012
52012
In vivo characterization of corneal changes in a type 1 diabetic animal model
M Caixinha, P Oliveira, ID Aires, AF Ambrósio, AR Santiago, M Santos, ...
Ultrasound in medicine & biology 45 (3), 823-832, 2019
22019
Characterization of scatterers concentration in cataractous lens using Nakagami distribution by ultrasounds
M Caixinha, D Jesus, M Santos, J Santos, E Velte
2013 IEEE International Ultrasonics Symposium (IUS), 425-428, 2013
22013
Using of the ultrasound frequency dependent attenuation and nakagami distribution for cataract evaluation
D Jesus, E Velte, M Caixinha, M Santos, J Santos
2013 IEEE 3rd Portuguese Meeting in Bioengineering (ENBENG), 1-4, 2013
22013
Eye scan ultrasound system for automatic cataract detection: from a preclinical to a clinical prototype
L Petrella, M Gomes, F Perdigão, M Santos, P Fernandes, C Pinto, ...
Mediterranean Conference on Medical and Biological Engineering and Computing …, 2019
12019
A-Scan Ultrasonic System for Real Time Automatic Cataract Detection
JS Lorena Petrella, Carlos Pinto, Fernando Perdigão, Marco Gomes, Mário ...
Health and Technology, 2020
2020
Safety Assessment of an A-Scan Ultrasonic System for Ophthalmic Use
MG Lorena Petrella, Paulo Fernandes, Mário Santos, Miguel Caixinha, Sandrina ...
Journal of Ultrasound in Medicine, 2020
2020
In vivo detection of cornea structural changes in an animal model of diabetes mellitus
JP Oliveira, M Caixinha, ID Aires, AR Santiago, M Santos, J Santos
2017 IEEE 5th Portuguese Meeting on Bioengineering (ENBENG), 1-4, 2017
2017
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Articles 1–14