Mikhail Belyaev

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Publications (28)

• Accelerating 3D Medical Image Segmentation by Adaptive Small-Scale Target Localization
  Journal of Imaging 2021 DOI: 10.3390/jimaging7020035
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• Incorporating task-specific structural knowledge into CNNs for brain midline shift detection
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2019 DOI: 10.1007/978-3-030-33850-3_4
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• Segmentation of thoracic organs at risk in CT images using localization and organ-specific CNN
  CEUR Workshop Proceedings 2019
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• Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
  IEEE Transactions on Medical Imaging 2019 DOI: 10.1109/TMI.2019.2905770
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• Ensembling Neural Networks for Digital Pathology Images Classification and Segmentation
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018 DOI: 10.1007/978-3-319-93000-8_100
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• ISLES 2016 and 2017-benchmarking ischemic stroke lesion outcome prediction based on multispectral MRI
  Frontiers in Neurology 2018 DOI: 10.3389/fneur.2018.00679
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• MRI augmentation via elastic registration for brain lesions segmentation
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018 DOI: 10.1007/978-3-319-75238-9_32
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• Predicting conversion of mild cognitive impairments to alzheimer’s disease and exploring impact of neuroimaging
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018 DOI: 10.1007/978-3-030-00689-1_9
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• Tumor delineation for brain radiosurgery by a ConvNet and non-uniform patch generation
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2018 DOI: 10.1007/978-3-030-00500-9_14
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• Using geometry of the set of symmetric positive semidefinite matrices to classify structural brain networks
  Springer Proceedings in Mathematics and Statistics 2018 DOI: 10.1007/978-3-319-96247-4_18
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