Explainable Graph Neural Network for Alzheimer's Disease And Related Dementias Risk Prediction

no code implementations • 12 Sep 2023 • Xinyue Hu, Zenan Sun, Yi Nian, Yifang Dang, Fang Li, Jingna Feng, Evan Yu, Cui Tao

Employing a GNN approach with claims data enhances ADRD risk prediction and provides insights into the impact of interconnected medical code relationships.

Unsupervised Deep Learning for Bayesian Brain MRI Segmentation

1 code implementation • 25 Apr 2019 • Adrian V. Dalca, Evan Yu, Polina Golland, Bruce Fischl, Mert R. Sabuncu, Juan Eugenio Iglesias

To develop a deep learning-based segmentation model for a new image dataset (e. g., of different contrast), one usually needs to create a new labeled training dataset, which can be prohibitively expensive, or rely on suboptimal ad hoc adaptation or augmentation approaches.

Brain Image Segmentation Brain Segmentation +5