Author

Zachary C. Lipton

Carnegie Mellon UniversityORCID 0000-0002-3824-4241Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

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Approach:deep learning· 1 Research Focus:differential expression· 1 Organism:human· 1 Assay:imaging· 1

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Frank A. ProvenzanoiD· 1 shared Jie YangiD· 1 shared Scott A. SmalliD· 1 shared Xinyang FengiD· 1 shared

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2018-2018 · peak 1/yr

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4 top collaborators · 6 mutual co-author links

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1 shared paperNeuroscience

Frank A. ProvenzanoORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintOct 31, 2018

Deep Learning on MRI Affirms the Prominence of the Hippocampal Formation in Alzheimer’s Disease Classification

Xinyang Feng, Jie Yang, Zachary C. Lipton…·Frank A. Provenzano

This study applies 3D CNNs to MRI data to classify Alzheimer’s disease, showing high accuracy and identifying the hippocampal formation as a key predictive region.

27 citations

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