There are many active research projects accessing and applying shared ADNI data. Use the search above to find specific research focuses on the active ADNI investigations. This information is requested annually as a requirement for data access.
| Principal Investigator | |
| Principal Investigator's Name: | Hedong Yan |
| Institution: | Hong Kong Baptist University |
| Department: | Computer Department |
| Country: | |
| Proposed Analysis: | The first part is to learn a causal structure. However, the challenge is that the complexity of structure space is about 4^(n^2), where n is variable number. We will consider some structure hypothesis sets from expert knowledges at the beginning of our research. The second part is to response to potential intervention and counterfactual queries, such as ITE, ATE etc. We intend to sketch mechanisms between variables of causal link and inference potential outcome of possible treatment from causal structure to find possible treatment variable that is not been pay attention to. |
| Additional Investigators | |
| Investigator's Name: | Xian Yang |
| Proposed Analysis: | developing data analysis/machine learning methods to analyse and construct predictive models from Omics, clinical and other datasets such as survey data, imaging data and text data |
