Pytorch framework age Prediction by brain scans: cortical thickness, cortical curvature and cortical myelination.
Using custom built resnet as describes in the article: "Identity Mappings in Deep Residual Networks" Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun https://arxiv.org/abs/1603.05027
Elastic deformation and gaussian noise transforms added to imporve validation loss and generalizability.
At Epoch 50 Final at 506 sample size
Final validation MSELoss = 0.047
Note: Data Unavailable for upload to do confidentiality.