Miguel Caixinha

Automatic Classification of Cataract based on Deep Learnig

Xiangyu Zhang, Kai Li, Jia Deng, 2019 .

Using Ultrasound Backscattering Signals and Nakagami Statistical Distribution to Assess Regional Cataract Hardness

Miguel Caixinha, Elena Velte, Jaime B. Santos, 2014, IEEE Transactions on Biomedical Engineering.

A-scan ultrasonic system for real time automatic cataract detection

Lorena I. Petrella, Miguel Caixinha, Marco Gomes, 2020 .

New approach for objective cataract classification based on ultrasound techniques using multiclass SVM classifiers

Miguel Caixinha, Elena Velte, Jaime B. Santos, 2014, 2014 IEEE International Ultrasonics Symposium.

Machine Learning Techniques in Clinical Vision Sciences

Miguel Caixinha, Sandrina Nunes, M. Caixinha, 2017, Current eye research.

In-Vivo Automatic Nuclear Cataract Detection and Classification in an Animal Model by Ultrasounds

Miguel Caixinha, Fernando Perdigão, Marco Gomes, 2016, IEEE Transactions on Biomedical Engineering.

Automatic Cataract Hardness Classification Ex Vivo by Ultrasound Techniques.

Miguel Caixinha, Jaime B. Santos, M. Caixinha, 2016, Ultrasound in medicine & biology.