Publications (18)
Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Hugo J. Kuijf, J. Matthijs Biesbroek, Jeroen de Bresser +41
Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation
Gleb Makarchuk, Vladimir Kondratenko, Maxim Pisov +3
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
Spyridon Bakas, Mauricio Reyes, Andras Jakab +421
Incompressible Modes Excited by Supersonic Shear in Boundary Layers: Acoustic CFS Instability
Mikhail Belyaev
Tumor Delineation For Brain Radiosurgery by a ConvNet and Non-Uniform Patch Generation
Egor Krivov, Valery Kostjuchenko, Alexandra Dalechina +5
Residual and Plain Convolutional Neural Networks for 3D Brain MRI Classification
Sergey Korolev, Amir Safiullin, Mikhail Belyaev +1
The Dynamics of Dust Grains in the Outer Solar System
Mikhail Belyaev, Roman Rafikov
Supersonic Shear Instabilities in Astrophysical Boundary Layers
Mikhail Belyaev, Roman Rafikov
A New Way to Conserve Total Energy for Eulerian Hydrodynamic Simulations with Self-Gravity
Yan-Fei Jiang, Mikhail Belyaev, Jeremy Goodman +1
Kernel classification of connectomes based on earth mover's distance between graph spectra
Yulia Dodonova, Mikhail Belyaev, Anna Tkachev +2
Non-Power Law Behavior in Fragmentation Cascades
Mikhail Belyaev, Roman Rafikov
GTApprox: surrogate modeling for industrial design
Mikhail Belyaev, Evgeny Burnaev, Ermek Kapushev +4
Brain Tumor Image Retrieval via Multitask Learning
Maxim Pisov, Gleb Makarchuk, Valery Kostjuchenko +3
PICsar: A 2.5D Axisymmetric, Relativistic, Electromagnetic, Particle in Cell Code with a Radiation Absorbing Boundary
Mikhail Belyaev
The Properties of G-modes in Layered Semi-Convection
Mikhail Belyaev, Eliot Quataert, Jim Fuller
Predicting Conversion of Mild Cognitive Impairments to Alzheimer's Disease and Exploring Impact of Neuroimaging
Yaroslav Shmulev, Mikhail Belyaev
Exact Inference for Gaussian Process Regression in case of Big Data with the Cartesian Product Structure
Mikhail Belyaev, Evgeny Burnaev, Yermek Kapushev
Structural Connectome Validation Using Pairwise Classification
Dmitry Petrov, Boris Gutman, Alexander Ivanov +4