Fatima A. Nasrallah

23 papers A* 1Journal 19Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Masked Deformation Modeling for Volumetric Brain MRI Self-Supervised Pre-Training.
IEEE Trans. Medical Imaging
Junyan Lyu, Perry F. Bartlett, Fatima A. Nasrallah, Xiaoying Tang
2024 J jnl
Multi-Modal Traumatic Brain Injury Prognosis via Structure-Aware Field-Wise Learning.
IEEE Trans. Knowl. Data Eng.
Lu Zhang, Zhibin Li, Shekhar S. Chandra, Fatima A. Nasrallah
2023 J jnl
An end-end deep learning framework for lesion segmentation on multi-contrast MR images - an exploratory study in a rat model of traumatic brain injury.
Medical Biol. Eng. Comput.
K. N. Bhanu Prakash, C. S. Arvind, Abdalla Z. Mohamed, Krishna Kanth Chitta, Xuan Vinh To, Hussein Srour, Fatima A. Nasrallah
2023 J jnl
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data.
NeuroImage
Linfeng Liu, Siyu Liu, Lu Zhang, Xuan Vinh To, Fatima A. Nasrallah, Shekhar S. Chandra
2023 — conf
Learning Ontology-Based Hierarchical Structural Relationship for Whole Brain Segmentation.
MICCAI (4)
Junyan Lyu, Pengxiao Xu, Fatima A. Nasrallah, Xiaoying Tang
2023 — conf
Style-Based Manifold for Weakly-Supervised Disease Characteristic Discovery.
MICCAI (5)
Siyu Liu, Linfeng Liu, Craig Engstrom, Xuan Vinh To, Zongyuan Ge, Stuart Crozier, Fatima A. Nasrallah, Shekhar S. Chandra
2023 — conf
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.
ISBI
Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
2023 J jnl
TriFormer: A Multi-modal Transformer Framework For Mild Cognitive Impairment Conversion Prediction.
CoRR
Linfeng Liu, Junyan Lyu, Siyu Liu, Xiaoying Tang, Shekhar S. Chandra, Fatima A. Nasrallah
2022 J jnl
Cascaded Multi-Modal Mixing Transformers for Alzheimer's Disease Classification with Incomplete Data.
CoRR
Linfeng Liu, Siyu Liu, Lu Zhang, Xuan Vinh To, Fatima A. Nasrallah, Shekhar S. Chandra
2022 J jnl
Instant tissue field and magnetic susceptibility mapping from MRI raw phase using Laplacian enhanced deep neural networks.
NeuroImage
Yang Gao, Zhuang Xiong, Amir Fazlollahi, Peter J. Nestor, Viktor Vegh, Fatima A. Nasrallah, Craig D. Winter, G. Bruce Pike, Stuart Crozier, Feng Liu, Hongfu Sun
2022 J jnl
Structure Guided Manifolds for Discovery of Disease Characteristics.
CoRR
Siyu Liu, Linfeng Liu, Xuan Vinh, Stuart Crozier, Craig Engstrom, Fatima A. Nasrallah, Shekhar Chandra
2021 J jnl
The detection of mild traumatic brain injury in paediatrics using artificial neural networks.
Comput. Biol. Medicine
Hanem Ellethy, Shekhar S. Chandra, Fatima A. Nasrallah
2019 J jnl
Evaluation of nuisance removal for functional MRI of rodent brain.
NeuroImage
Kai-Hsiang Chuang, Hsu-Lei Lee, Zengmin Li, Wei-Tang Chang, Fatima A. Nasrallah, Ling Yun Yeow, Kavita Kaur D/O Ranjit Singh
2019 J jnl
Functional connectivity of brain associated with passive range of motion exercise: Proprioceptive input promoting motor activation?
NeuroImage
Fatima A. Nasrallah, Abdalla Z. Mohamed, Megan Campbell, Hong Kai Yap, Chen-Hua Yeow, Jeong Hoon Lim
2017 J jnl
Functional networks and network perturbations in rodents.
NeuroImage
Kai-Hsiang Chuang, Fatima A. Nasrallah
2017 J jnl
GABAergic effect on resting-state functional connectivity: Dynamics under pharmacological antagonism.
NeuroImage
Fatima A. Nasrallah, Kavita Kaur D/O Ranjit Singh, Ling Yun Yeow, Kai-Hsiang Chuang
2016 J jnl
Functional connectivity MRI tracks memory networks after maze learning in rodents.
NeuroImage
Fatima A. Nasrallah, Xuan Vinh To, Der-Yow Chen, Aryeh Routtenberg, Kai-Hsiang Chuang
2015 A* conf
A soft exoskeleton for hand assistive and rehabilitation application using pneumatic actuators with variable stiffness.
ICRA
Hong Kai Yap, Jeong Hoon Lim, Fatima A. Nasrallah, James C. H. Goh, Raye C. H. Yeow
2015 J jnl
Dependence of BOLD signal fluctuation on arterial blood CO
NeuroImage
Fatima A. Nasrallah, Ling Yun Yeow, Bharat B. Biswal, Kai-Hsiang Chuang
2014 J jnl
Detection of functional connectivity in the resting mouse brain.
NeuroImage
Fatima A. Nasrallah, Hui-Chien Tay, Kai-Hsiang Chuang
2014 J jnl
Neural correlate of resting-state functional connectivity under α2 adrenergic receptor agonist, medetomidine.
NeuroImage
Fatima A. Nasrallah, Si Kang Lew, Amanda Si-Min Low, Kai-Hsiang Chuang
2014 J jnl
Pharmacological insight into neurotransmission origins of resting-state functional connectivity: α2-adrenergic agonist vs antagonist.
NeuroImage
Fatima A. Nasrallah, Si-Min Amanda Low, Si Kang Lew, Kaina Chen, Kai-Hsiang Chuang
2012 J jnl
Pharmacological modulation of functional connectivity: α
NeuroImage
Fatima A. Nasrallah, Jolena Tan, Kai-Hsiang Chuang