3 papers
q-bio.QM2025
Comprehensively stratifying MCIs into distinct risk subtypes based on brain imaging genetics fusion learning
Muheng Shang, Jin Zhang, Junwei Han +1
Mild cognitive impairment (MCI) is the prodromal stage of Alzheimer's disease (AD) and thus enrolling MCI subjects to undergo clinical trials is worthwhile. However, MCI groups usu…
cs.CL2023
Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps
Yaonai Wei, Tuo Zhang, Han Zhang +10
Over decades, neuroscience has accumulated a wealth of research results in the text modality that can be used to explore cognitive processes. Meta-analysis is a typical method that…
q-bio.GN2021
A Multi-task Deep Feature Selection Method for Brain Imaging Genetics
Chenglin Yu, Dingnan Cui, Muheng Shang +5
Using brain imaging quantitative traits (QTs) to identify the genetic risk factors is an important research topic in imaging genetics. Many efforts have been made via building line…