• 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: Audrey Lovina Yudiono
Institution: Sepuluh Nopember Institute of Technology
Department: Biomedical Engineering
Proposed Analysis: My research proposal is focusing on classifying Alzheimer disease by using deep learning model from another journal. The deep learning model is capable of studying long-term dependencies that can be used to help clacify Alzheimer's disease. The deep learning model used is Time-Distributed-CNN-LSTM (TD-CNN-LSTM) which combines CNN and LSTM and is wrapped in a TimeDistributed layer for multi-class classification processes on 3D MRI images. The used of LSTM and TimeDistributed layer make both MRI sequence data input (3D T1 and 3D FLAIR) can be used as a single input. The use of this model is expected to improve accuracy in classifying AD. Because I'm using LSTM in the process, I need the MRI sequence data (3D T1 and 3D FLAIR) which is being provided by ADNI. So, I really appreciate if my application is being accepted. Thank you!
Additional Investigators