no code implementations • 18 Jan 2023 • Lingbin Bian, Nizhuan Wang, Leonardo Novelli, Jonathan Keith, Adeel Razi
The method can robustly detect the group-level community structure of weighted functional networks that give rise to hidden brain states with an unknown number of communities and retain the variability of individual networks.
no code implementations • 13 May 2022 • Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Kang Han, Adeel Razi, Wei Xiang
Yet, the difference in degradation representations between synthetic and authentic LR images suppresses the quality of SRR from authentic LR images.
1 code implementation • 27 Aug 2021 • Aswin Paul, Noor Sajid, Manoj Gopalkrishnan, Adeel Razi
Active inference has emerged as an alternative approach to control problems given its intuitive (probabilistic) formalism.
1 code implementation • 20 Jun 2021 • Leonardo Novelli, Adeel Razi
Edge time series are increasingly used in brain functional imaging to study the node functional connectivity (nFC) dynamics at the finest temporal resolution while avoiding sliding windows.
no code implementations • 26 Jan 2021 • Lingbin Bian, Tiangang Cui, B. T. Thomas Yeo, Alex Fornito, Adeel Razi, Jonathan Keith
Brain function relies on a precisely coordinated and dynamic balance between the functional integration and segregation of distinct neural systems.
no code implementations • 24 Dec 2020 • Muhammad Ahtazaz Ahsan, Adnan Qayyum, Junaid Qadir, Adeel Razi
In recent years, deep learning (DL) techniques have provided state-of-the-art performance on different medical imaging tasks.
no code implementations • 1 Dec 2020 • Khansa Rasheed, Junaid Qadir, Terence J. O'Brien, Levin Kuhlmann, Adeel Razi
One of the roadblocks for accurate seizure prediction is scarcity of epileptic seizure data.
no code implementations • 9 Apr 2020 • Karl J. Friston, Thomas Parr, Peter Zeidman, Adeel Razi, Guillaume Flandin, Jean Daunizeau, Oliver J. Hulme, Alexander J. Billig, Vladimir Litvak, Rosalyn J. Moran, Cathy J. Price, Christian Lambert
This technical report describes a dynamic causal model of the spread of coronavirus through a population.
no code implementations • 4 Feb 2020 • Khansa Rasheed, Adnan Qayyum, Junaid Qadir, Shobi Sivathamboo, Patrick Kwan, Levin Kuhlmann, Terence O'Brien, Adeel Razi
Here we provide a comprehensive review of state-of-the-art ML techniques in early prediction of seizures using EEG signals.