publications

2024

1. Assessing vitreoretinal surgical training experience by leveraging instrument maneuvers and visual attention with deep learning neural networks

   Rogerio Nespolo, George R Nahass, Mahtab Faraji, and 2 more authors

   Investigative Ophthalmology & Visual Science, 2024
2. Trends, Challenges, and Future Directions in Deep Learning for Glaucoma: A Systematic Review

   Mahtab Faraji, Homa Rashidisabet, George R Nahass, and 3 more authors

   arXiv preprint arXiv:2411.05876, 2024
3. Analysis of Out-of-Distribution Factors to Detect Iris and Pupil Using Cataract Surgical Images

   Mahtab Faraji, Rogerio Nespolo, Homa Rashidisabet, and 5 more authors

   In Conference on Machine Intelligence in Medical Imaging (CMIMI) of the Society for Imaging Informatics in Medicine (SIIM), 2024

2020

1. Novel approach for automatic mid-diastole frame detection in 2D echocardiography sequences for performing planimetry of the mitral valve orifice

   Mahtab Faraji, Hamid Behnam, Mohammad Norizadeh Cherloo, and 1 more author

   IET Image Processing, 2020