Author

Melissa M. Wu

Duke UniversityORCID 0000-0001-6083-2464Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Neuroscience· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Assay:imaging· 1 Approach:statistical model· 1

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Amol PasarkariD· 1 shared Daisong PaniD· 1 shared Darcy S. PeterkaiD· 1 shared Hillel AdesnikiD· 1 shared Ian Kinsella· 1 shared Jiang Lan FaniD· 1 shared Lamiae AbdeladimiD· 1 shared Liam PaninskiiD· 1 shared

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2023-2023 · peak 1/yr

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1 shared paperNeuroscience

Amol PasarkarORCID

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1 paper

Recent·Most cited

NeurosciencebioRxivPreprintSep 14, 2023

maskNMF: A denoise-sparsen-detect approach for extracting neural signals from dense imaging data

Amol Pasarkar, Ian Kinsella, Pengcheng Zhou…·Liam Paninski

maskNMF improves demixing of dense calcium imaging data by denoising, sparsening, and using constrained non-negative matrix factorization to accurately recover neural activity.

2 citations

imagingstatistical model

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