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: | Yoshiro Kitamura |
Institution: | Fujifilm corporation |
Department: | Imaging Technology Center |
Country: | |
Proposed Analysis: | To improve the diagnosis and treatment of Alzheimer' disease, FUJIFILM focuses on building several AI models, and plans to integrate these models into commercial products in future. ADNI data will be used for Machine Learning to build these AI models in FUJIFILM’s medical and image technology R&D team internally, but no original ADNI data will be included in these models for commercialization (the models for commercialization may contain statistical information learnt from the study using ADNI data). Three AI models we are focusing on are as follows. The first one is an image segmentation AI model which can segment brain anatomical regions automatically. By segmenting the anatomical regions, the volume and shape information of anatomical regions such as hippocampuses can be measured by computers. The second one is a multimodal AI model which can predict the progress of Alzheimer' disease by using MRI Image and other clinical information such as cognitive scores and demographic information as input. By predicting the progress, MCI patients who will convert to AD can be diagnosed automatically. The third one is a multi-modal AI model which can estimate pTau value in CSF by using MRI Image and other clinical information such as cognitive scores and demographic information as input. If we can build the third model successfully, invasive CSF inspections can be reduced a lot. |
Additional Investigators | |
Investigator's Name: | Tsubasa Goto |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Keigo Nakamura |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Caihua Wang |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Yuanzhong Li |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Jun Masumoto |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Takuya Yuzawa |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Fumito Nariyuki |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Atsumoto Tachibana |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Yuri Miyaguchi |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Naohiro Tada |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Sadato Akahori |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Keisuke Hagiwara |
Proposed Analysis: | Same as that of principal investigator |
Investigator's Name: | Masami Goto |
Proposed Analysis: | Same as that of the principal investigator |