Topological Embedding of Human Brain Networks with Applications to Dynamics of Temporal Lobe Epilepsy

no code implementations • 13 May 2024 • Moo K. Chung, Ji Bi Che, Veena A. Nair, Camille Garcia Ramos, Jedidiah Ray Mathis, Vivek Prabhakaran, Elizabeth Meyerand, Bruce P. Hermann, Jeffrey R. Binder, Aaron F. Struck

We introduce a novel, data-driven topological data analysis (TDA) approach for embedding brain networks into a lower-dimensional space in quantifying the dynamics of temporal lobe epilepsy (TLE) obtained from resting-state functional magnetic resonance imaging (rs-fMRI).

DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer

1 code implementation • ICCV 2019 • Haoliang Sun, Ronak Mehta, Hao H. Zhou, Zhichun Huang, Sterling C. Johnson, Vivek Prabhakaran, Vikas Singh

Motivated by developments in modality transfer in vision, we study the generation of certain types of PET images from MRI data.

Image Generation Relation Network