3 papers
q-bio.QM2025
Graph AI generates neurological hypotheses validated in molecular, organoid, and clinical systems
Ayush Noori, JoaquÃn Polonuer, Katharina Meyer +26
Neurological diseases are the leading global cause of disability, yet most lack disease-modifying treatments. We present PROTON, a heterogeneous graph transformer that generates te…
cs.LG2025
Evaluating GPT's Capability in Identifying Stages of Cognitive Impairment from Electronic Health Data
Yu Leng, Yingnan He, Colin Magdamo +7
Identifying cognitive impairment within electronic health records (EHRs) is crucial not only for timely diagnoses but also for facilitating research. Information about cognitive im…
cs.LG2024
Multi Scale Graph Neural Network for Alzheimer's Disease
Anya Chauhan, Ayush Noori, Zhaozhi Li +4
Alzheimer's disease (AD) is a complex, progressive neurodegenerative disorder characterized by extracellular A\b{eta} plaques, neurofibrillary tau tangles, glial activation, and ne…