Author

J. X. Van Snellenberg

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Bioengineering· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1 Research Focus:spatial domain detection· 1

Frequent Co-Authors

A. Abi-Dargham· 1 shared C. Huang· 1 shared J. J. Weinstein· 1 shared J. Meng· 1 shared K. Spuhler· 1 shared M. Serrano-Sosa· 1 shared M. Slifstein· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioengineering

A. Abi-Dargham

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1 paper

Recent·Most cited

Multi-Task Learning based 3-Dimensional Striatal Segmentation of MRI - a Multi-modal Objective Assessment

M. Serrano-Sosa, J. X. Van Snellenberg, J. Meng, K. Spuhler, J. J. Weinstein, A. Abi-Dargham, M. Slifstein, C. Huang

This paper applies multi-task learning to automate 3D striatal segmentation in MRI, achieving results comparable to manual segmentation with high Dice similarity and correlation metrics.

bioRxiv · Jul 13, 2020 · PreprintBioengineering