Abhay M. S. Aradhya

According to our database, Abhay M. S. Aradhya authored at least 8 papers between 2018 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Deep neural networks for spatio-temporal analysis of rs-fMRI in ADHD

Abhay M. S. Aradhya

PhD thesis, 2022

Autonomous CNN (AutoCNN): A data-driven approach to network architecture determination.

Abhay M. S. Aradhya, Andri Ashfahani, Fienny Angelina, Mahardhika Pratama, Rodrigo Fernandes de Mello, Suresh Sundaram

Inf. Sci., 2022

Adaptive Latent Transformation (ALT) for classification of resting state - fMRI.

Abhay M. S. Aradhya, Gaurav Sharma, Mahardhika Pratama, Suresh Sundaram

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022

2021

Discriminant Spatial Filtering Method (DSFM) for the identification and analysis of abnormal resting state brain activities.

Abhay M. S. Aradhya, Vigneshwaran Subbaraju, Suresh Sundaram, Narasimhan Sundararajan

Expert Syst. Appl., 2021

2020

Metaheuristic Spatial Transformation (MST) for accurate detection of Attention Deficit Hyperactivity Disorder (ADHD) using rs-fMRI.

Abhay M. S. Aradhya, Suresh Sundaram, Mahardhika Pratama

Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019

Deep Network Optimization for rs-fMRI Classification.

Abhay M. S. Aradhya, Andri Ashfahani

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

Deep Transformation Method for Discriminant Analysis of Multi-Channel Resting State fMRI.

Abhay M. S. Aradhya, Aditya Joglekar, Suresh Sundaram, Mahardhika Pratama

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Regularized Spatial Filtering Method (R-SFM) for detection of Attention Deficit Hyperactivity Disorder (ADHD) from resting-state functional Magnetic Resonance Imaging (rs-fMRI).

Abhay M. S. Aradhya, Vigneshwaran Subbaraju, Suresh Sundaram, Narasimhan Sundararajan

Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018