Author
University of Southern CaliforniaORCID 0000-0001-6364-2084Unclaimed ORCID profile · follow to get notified of new preprints
3 papers
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Dmitry Petrov, Boris A. Gutman, Е.Е. Кузнецов…·Paul M. Thompson
The paper develops deep learning models to assess the quality of subcortical brain shape models from MRI, reducing human rater time by 46-70%.
Dmitry Petrov, Alexander Ivanov, Joshua Faskowitz…·Paul M. Thompson
The paper evaluates 35 methods for generating structural connectomes using pairwise classification on diffusion MRI data from three test-retest datasets.
Dmitry Petrov, Boris A. Gutman, Shih-Hua…·Paul M. Thompson
This work uses machine learning to automate quality control of 3D brain shape models, reducing human workload by 30-70% across multiple datasets and diseases.