Author

Yuming Ye

Columbia University

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Neuroscience· 1

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Assay:multiome· 1 Approach:statistical model· 1

Frequent Co-Authors

Andrew F. LaineiD· 1 shared David J. MaiD· 1 shared Douglas L. RothmaniD· 1 shared Hortense Le· 1 shared Jeffery A. Lieberman· 1 shared Jia GuoiD· 1 shared Scott A. SmalliD· 1 shared

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2021-2021 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperNeuroscience

Andrew F. LaineORCID

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1 paper

Recent·Most cited

NeuroscienceMagnetic Resonance in MedicinePeer-reviewedDec 21, 2021

Magnetic Resonance Spectroscopy Frequency and Phase Correction Using Convolutional Neural Networks

David J. Ma, Hortense Le, Yuming Ye…·Jia Guo

This paper introduces DeepSPEC, a CNN-based method for frequency-and-phase correction of MRS data, showing improved accuracy and robustness to noise compared to MLP and mSR methods.

20 citations

multiomedeep learning

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