Search Results - "Venkatesh, Manasij"
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Comparing functional connectivity matrices: A geometry-aware approach applied to participant identification
Published in NeuroImage (Orlando, Fla.) (15-02-2020)“…Understanding the correlation structure associated with multiple brain measurements informs about potential “functional groupings” and network organization…”
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Journal Article -
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Brain dynamics and temporal trajectories during task and naturalistic processing
Published in NeuroImage (Orlando, Fla.) (01-02-2019)“…Human functional Magnetic Resonance Imaging (fMRI) data are acquired while participants engage in diverse perceptual, motor, cognitive, and emotional tasks…”
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Journal Article -
3
Learning brain dynamics for decoding and predicting individual differences
Published in PLoS computational biology (01-09-2021)“…Insights from functional Magnetic Resonance Imaging (fMRI), as well as recordings of large numbers of neurons, reveal that many cognitive, emotional, and motor…”
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Journal Article -
4
Directional bilateral filters for smoothing fluorescence microscopy images
Published in AIP advances (01-08-2015)“…Images obtained through fluorescence microscopy at low numerical aperture (NA) are noisy and have poor resolution. Images of specimens such as F-actin…”
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Journal Article -
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Geodesic distance on optimally regularized functional connectomes uncovers individual fingerprints
Published 31-03-2021“…Brain Connectivity, 2021 Background: Functional connectomes (FCs), have been shown to provide a reproducible individual fingerprint, which has opened the…”
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Journal Article -
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Directional Bilateral Filters
Published 27-10-2014“…We propose a bilateral filter with a locally controlled domain kernel for directional edge-preserving smoothing. Traditional bilateral filters use a range…”
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Journal Article -
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Computing with Trajectories: Characterizing Dynamics and Connectivity in Spatiotemporal Neuroimaging Data
Published 01-01-2020“…Human functional Magnetic Resonance Imaging (fMRI) data are acquired while participants engage in diverse perceptual, motor, cognitive, and emotional tasks…”
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Dissertation -
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Geodesic Distance on Optimally Regularized Functional Connectomes Uncovers Individual Fingerprints
Published in Brain connectivity (01-06-2021)“…Functional connectomes (FCs) have been shown to provide a reproducible individual fingerprint, which has opened the possibility of personalized medicine for…”
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Journal Article -
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Directional bilateral filters
Published in 2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01-04-2015)“…We propose a bilateral filter with a locally controlled domain kernel for directional edge-preserving smoothing. Traditional bilateral filters use a range…”
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Conference Proceeding -
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Implicit segmentation of Kannada characters in offline handwriting recognition using hidden Markov models
Published 16-10-2014“…We describe a method for classification of handwritten Kannada characters using Hidden Markov Models (HMMs). Kannada script is agglutinative, where simple…”
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Journal Article