• Select the area you would like to search.
  • ACTIVE INVESTIGATIONS Search for current projects using the investigator's name, institution, or keywords.
  • EXPERTS KNOWLEDGE BASE Enter keywords to search a list of questions and answers received and processed by the ADNI team.
  • ADNI PDFS Search any ADNI publication pdf by author, keyword, or PMID. Use an asterisk only to view all pdfs.
Principal Investigator  
Principal Investigator's Name: Bojidar Rangelov
Institution: UCL
Department: Computer Science
Proposed Analysis: We plan to utilize the ADNI dataset to investigate approaches in federated deep learning. We will use the dataset to first simulate federated learning by training deep learning neural networks classify subject brain MRIs into CN, MCI and AD classes. We will tune and develop our models using the ADNI dataset. In the second phase of the project, we will likely use the ADNI dataset as pre-training data and then fine-tune using anonymised clinical datasets from two memory clinics in the UK.
Additional Investigators