Marcel Prastawa

Employment

• Icahn School of Medicine at Mount Sinai

Education

• University of North Carolina at Chapel Hill

Projects & Funding

Projects & funding information is unavailable.

Publications (56)

• Artificial intelligence in neuropathology: deep learning-based assessment of tauopathy
  Laboratory Investigation 2019 DOI: 10.1038/s41374-019-0202-4
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• Ensemble Network for Region Identification in Breast Histopathology Slides
  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_98
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• Data-driven rank aggregation with application to grand challenges
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2017 DOI: 10.1007/978-3-319-66185-8_85
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• Geodesic shape regression with multiple geometries and sparse parameters
  Medical Image Analysis 2017 DOI: 10.1016/j.media.2017.03.008
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• Comparison of compressed sensing diffusion spectrum imaging and diffusion tensor imaging in patients with intracranial masses
  Magnetic Resonance Imaging 2017 DOI: 10.1016/j.mri.2016.10.001
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• Modeling 4D pathological changes by leveraging normative models
  Computer Vision and Image Understanding 2016 DOI: 10.1016/j.cviu.2016.01.007
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• Automatic tissue segmentation of neonate brain MR Images with subject-specific atlases
  Progress in Biomedical Optics and Imaging - Proceedings of SPIE 2015 DOI: 10.1117/12.2082209
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• Joint longitudinal modeling of brain appearance in multimodal MRI for the characterization of early brain developmental processes
  Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2015 DOI: 10.1007/978-3-319-14905-9_5
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• The Multimodal Brain Tumor Image Segmentation Benchmark (BRATS)
  IEEE Transactions on Medical Imaging 2015 DOI: 10.1109/TMI.2014.2377694
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• Subject-specific prediction using nonlinear population modeling: application to early brain maturation from DTI.
  Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention 2014
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