Search Results for author: Soumya Das

Found 3 papers, 3 papers with code

Sulcal Pattern Matching with the Wasserstein Distance

1 code implementation1 Jul 2023 Zijian Chen, Soumya Das, Moo K. Chung

We present the unified computational framework for modeling the sulcal patterns of human brain obtained from the magnetic resonance images.

Image Registration

Dynamic Topological Data Analysis of Functional Human Brain Networks

1 code implementation17 Oct 2022 Moo K. Chung, Soumya Das, Hernando Ombao

We propose a novel dynamic-TDA framework that builds persistent homology over a time series of brain networks.

Time Series Time Series Analysis +1

Topological Data Analysis of Human Brain Networks Through Order Statistics

1 code implementation6 Apr 2022 Soumya Das, D. Vijay Anand, Moo K. Chung

Understanding the common topological characteristics of the human brain network across a population is central to understanding brain functions.

Topological Data Analysis

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