This National Science Foundation (NSF) Project Grant award to Wake Forest University, under the Computer and Information Science and Engineering (CFDA 47.070) program, aims to develop a "Neuron Twin" computational system that simulates the human brain to improve understanding and predictions related to Alzheimer's disease. The $501,329 five-year project will leverage deep learning and multiscale modeling to jointly analyze multimodal data, including genetic, neuroimaging, and clinical data, and integrate multidomain knowledge to enable early diagnosis and prognosis of Alzheimer's disease. The project consists of three key research thrusts: building a multiscale disease progression model, developing continual model-guided learning, and designing hybrid learning-aided inference to address model limitations. The award supports interdisciplinary research and education efforts, including training opportunities for students from diverse backgrounds and engaging underrepresented students in research activities.
Mod # | Description | Reason For Modification | Federal Obligation (Click to sort descending) | Date (Click to sort ascending) |
|---|---|---|---|---|
| Not listed | $501.3k | 7/10/23 |