Taeho Jo, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, AAIC (2023)
This study introduces a new deep learning method using CNNs to analyze tau PET images and identify Alzheimer's Disease (AD) related patterns. The method achieved a 90.8% accuracy in classifying AD and highlighted significant tau deposition regions associated with AD. Additionally, we used the SWAT method to find AD-related SNPs, uncovering key genetic loci, including the known APOE regions, and achieved an AUC of 0.82.
Taeho Jo, Kwangsik Nho, Shannon L. Risacher, Andrew J. Saykin, AAIC (2023) This study introduces a new deep learning method using CNNs to analyze tau PET images and identify Alzheimer's Disease (AD) related patterns. The method achieved a 90.8% accuracy in classifying AD and highlighted significant tau deposition regions associated with AD. Additionally, we used the SWAT method to find AD-related SNPs, uncovering key genetic loci, including the known APOE regions, and achieved an AUC of 0.82.
- 1