Search Results for author: Boris A. Gutman

Found 4 papers, 1 papers with code

Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms

no code implementations10 Aug 2018 Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov, Yulia Dodonova, Li Shen, Shan Cong, Lei Wang, Boris A. Gutman

We present a method for metric optimization in the Large Deformation Diffeomorphic Metric Mapping (LDDMM) framework, by treating the induced Riemannian metric on the space of diffeomorphisms as a kernel in a machine learning context.

General Classification Image Registration

A Restaurant Process Mixture Model for Connectivity Based Parcellation of the Cortex

1 code implementation2 Mar 2017 Daniel Moyer, Boris A. Gutman, Neda Jahanshad, Paul M. Thompson

One of the primary objectives of human brain mapping is the division of the cortical surface into functionally distinct regions, i. e. parcellation.

An Empirical Study of Continuous Connectivity Degree Sequence Equivalents

no code implementations18 Nov 2016 Daniel Moyer, Boris A. Gutman, Joshua Faskowitz, Neda Jahanshad, Paul M. Thompson

In the present work we demonstrate the use of a parcellation free connectivity model based on Poisson point processes.

Point Processes

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