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: | Brian Mac Namee |
| Institution: | University College Dublin |
| Department: | Computer Science |
| Country: | |
| Proposed Analysis: | As part of a programme of work at the Science Foundation Ireland Centre for Research Training in Machine Learning (http://www.ml-labs.ie) we are exploring the use of interactive machine learning in medical imaging. In particular we are exploring how expert feedback can used in the process of training machine learning models. Together with collaborators from Department of Radiology at St Vincent's Hospital in Dublin we will use the ADNI dataset to build classification models that identify specific pathologies and use these as a basis to explore techniques for incorporating expert feedback into the machine learning model build process. |
| Additional Investigators | |
| Investigator's Name: | Misgina Tsighe Hagos |
| Proposed Analysis: | s part of a programme of work at the Science Foundation Ireland Centre for Research Training in Machine Learning (http://www.ml-labs.ie) we are exploring the use of interactive machine learning in medical imaging. In particular we are exploring how expert feedback can be used in the process of training machine learning models. Together with collaborators from the Department of Radiology at St Vincent's Hospital in Dublin we will use the ADNI dataset to build classification models that identify specific pathologies and use these as a basis to explore techniques for incorporating expert feedback into the machine learning model build process. |
| Investigator's Name: | Kathleen Curran |
| Proposed Analysis: | As part of a programme of work at the Science Foundation Ireland Centre for Research Training in Machine Learning (http://www.ml-labs.ie) we are exploring the use of interactive machine learning in medical imaging. In particular we are exploring how expert feedback can be used in the process of training machine learning models. Together with collaborators from the Department of Radiology at St Vincent's Hospital in Dublin we will use the ADNI dataset to build classification models that identify specific pathologies and use these as a basis to explore techniques for incorporating expert feedback into the machine learning model build process. |
| Investigator's Name: | Mehran Bazargani |
| Proposed Analysis: | As part of a programme of work at the Science Foundation Ireland Centre for Research Training in Machine Learning (http://www.ml-labs.ie) we are exploring the use of interactive machine learning in medical imaging. In particular we are exploring how expert feedback can used in the process of training machine learning models. Together with collaborators from Department of Radiology at St Vincent's Hospital in Dublin we will use the ADNI dataset to build classification models that identify specific pathologies and use these as a basis to explore techniques for incorporating expert feedback into the machine learning model build process. |
