733 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Indiana University – Purdue University IndianapolisUS64 papers
- Indiana University School of Medicine11 papers
- Purdue University West LafayetteUS5 papers
- Harvard UniversityUS4 papers
- Johns Hopkins UniversityUS4 papers
- Steklov Mathematical InstituteRU4 papers
- University of Illinois Urbana-ChampaignUS4 papers
- Argonne National LaboratoryUS3 papers
- Indiana UniversityUS3 papers
- St. Petersburg Department of Steklov Institute of MathematicsRU3 papers
- University of Maryland, College ParkUS3 papers
- University of Massachusetts AmherstUS3 papers
6 papers · 1 filter
Deep Learning for Quality Control of Subcortical Brain 3D Shape Models
Dmitry Petrov, Boris A. Gutman Egor Kuznetsov, Theo G. M. van Erp +70
We present several deep learning models for assessing the morphometric fidelity of deep grey matter region models extracted from brain MRI. We test three different convolutional ne…
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms
Ayagoz Mussabayeva, Alexey Kroshnin, Anvar Kurmukov +5
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 diffe…
Limiting Measure of Lee--Yang Zeros for the Cayley Tree
Ivan Chio, Caleb He, Anthony L. Ji +1
This paper is devoted to an in-depth study of the limiting measure of Lee--Yang zeroes for the Ising Model on the Cayley Tree. We build on previous works of Müller-Hartmann-Zittart…
Tubule segmentation of fluorescence microscopy images based on convolutional neural networks with inhomogeneity correction
Soonam Lee, Chichen Fu, Paul Salama +2
Fluorescence microscopy has become a widely used tool for studying various biological structures of in vivo tissue or cells. However, quantitative analysis of these biological stru…
The Maxwell operator with periodic coefficients in a cylinder
N. Filonov, A. Prokhorov
In the paper we consider the Maxwell operator in a three-dimensional cylinder with coefficients periodic along the axis of a cylinder. It is proved that for cylinders with circular…
Three Dimensional Fluorescence Microscopy Image Synthesis and Segmentation
Chichen Fu, Soonam Lee, David Joon Ho +4
Advances in fluorescence microscopy enable acquisition of 3D image volumes with better image quality and deeper penetration into tissue. Segmentation is a required step to characte…