Nature

Multimodal deep learning for dementia classification using text and audio

Dementia is a complex disease associated with declines in cognitive functions such as memory, thinking, and reasoning. There exists an estimated 47.5 million people globally who are affected by ...
Nature

Data augmentation using generative adversarial networks (CycleGAN) to improve generalizability in CT segmentation tasks

Labeled medical imaging data is scarce and expensive to generate. To achieve generalizable deep learning models large amounts of data are needed. Standard data augmentation is a method to increase ...