[HTML][HTML] Identification of genetic basis of brain imaging by group sparse multi-task learning leveraging summary statistics
D Xi, D Cui, M Zhang, J Zhang, M Shang, L Guo… - Computational and …, 2024 - Elsevier
Brain imaging genetics is an evolving neuroscience topic aiming to identify genetic
variations related to neuroimaging measurements of interest. Traditional linear regression …
variations related to neuroimaging measurements of interest. Traditional linear regression …
Modeling multi-stage disease progression and identifying genetic risk factors via a novel collaborative learning method
D Xi, M Zhang, M Shang, L Du, J Han… - …, 2025 - academic.oup.com
Motivation Alzheimer's disease (AD) typically progresses gradually for ages rather than
suddenly. Thus, staging AD progression in different phases could aid in accurate diagnosis …
suddenly. Thus, staging AD progression in different phases could aid in accurate diagnosis …
Identifying brain disease genes via integrating brain imaging and molecular network
W Wang, Y Wang, J Peng - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Identifying genes associate to brain diseases is crucial for uncovering the related biological
mechanisms and for advancing therapeutic interventions. Due to the ongoing advancements …
mechanisms and for advancing therapeutic interventions. Due to the ongoing advancements …