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Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

Nature communications, 2020-08, Vol.11 (1), p.4238-4238, Article 4238

2020

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Cross-species functional alignment reveals evolutionary hierarchy within the connectome

NeuroImage (Orlando, Fla.), 2020-12, Vol.223, p.117346-117346, Article 117346

2020

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Impact of concatenating fMRI data on reliability for functional connectomics

NeuroImage (Orlando, Fla.), 2021-02, Vol.226, p.117549-117549, Article 117549

2021

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Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

Science (American Association for the Advancement of Science), 2014-04, Vol.344 (6182), p.386-392

2014

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The predictive capacity of personal genome sequencing

Science translational medicine, 2012-05, Vol.4 (133), p.133ra58

2012

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Supervised dimensionality reduction for big data

Nature communications, 2021-05, Vol.12 (1), p.2872-2872, Article 2872

2021

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Fast nonnegative deconvolution for spike train inference from population calcium imaging

Journal of neurophysiology, 2010-12, Vol.104 (6), p.3691-3704

2010

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Joint embedding: A scalable alignment to compare individuals in a connectivity space

NeuroImage (Orlando, Fla.), 2020-11, Vol.222, p.117232-117232, Article 117232

2020

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Variability and heritability of mouse brain structure: Microscopic MRI atlases and connectomes for diverse strains

NeuroImage (Orlando, Fla.), 2020-11, Vol.222, p.117274-117274, Article 117274

2020

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Spike Inference from Calcium Imaging Using Sequential Monte Carlo Methods

Biophysical journal, 2009-07, Vol.97 (2), p.636-655

2009

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Selected reaction monitoring approach for validating peptide biomarkers

Proceedings of the National Academy of Sciences - PNAS, 2017-12, Vol.114 (51), p.13519-13524

2017

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Factors affecting characterization and localization of interindividual differences in functional connectivity using MRI

Human brain mapping, 2016-05, Vol.37 (5), p.1986-1997

2016

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Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics

PLoS computational biology, 2021-09, Vol.17 (9), p.e1009279-e1009279

2021

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From Cosmos to Connectomes: The Evolution of Data-Intensive Science

Neuron (Cambridge, Mass.), 2014-09, Vol.83 (6), p.1249-1252

2014

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Visualizing synaptic plasticity in vivo by large-scale imaging of endogenous AMPA receptors

eLife, 2021-10, Vol.10

2021

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Toward Community-Driven Big Open Brain Science: Open Big Data and Tools for Structure, Function, and Genetics

Annual review of neuroscience, 2020-07, Vol.43, p.441

2020

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Generative network modeling reveals quantitative definitions of bilateral symmetry exhibited by a whole insect brain connectome

eLife, 2023-03, Vol.12

2023

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Discovering and deciphering relationships across disparate data modalities

eLife, 2019-01, Vol.8

2019

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Bisected graph matching improves automated pairing of bilaterally homologous neurons from connectomes

Network neuroscience (Cambridge, Mass.), 2023, Vol.7 (2), p.522-538

2023

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A comparison of supervised machine learning algorithms and feature vectors for MS lesion segmentation using multimodal structural MRI

PloS one, 2014-04, Vol.9 (4), p.e95753-e95753

2014

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Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry

Frontiers in neuroinformatics, 2021-08, Vol.15, p.704627-704627

2021

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Probabilistic fluorescence-based synapse detection

PLoS computational biology, 2017-04, Vol.13 (4), p.e1005493-e1005493

2017

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The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality From COVID-19

Frontiers in medicine, 2021-03, Vol.8, p.637647-637647

2021

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Hidden Markov modeling for maximum probability neuron reconstruction

Communications biology, 2022-04, Vol.5 (1), p.388-388, Article 388

2022

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Multichannel Electrophysiological Spike Sorting via Joint Dictionary Learning and Mixture Modeling

IEEE transactions on biomedical engineering, 2014-01, Vol.61 (1), p.41-54

2014

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Different scaling of linear models and deep learning in UKBiobank brain images versus machine-learning datasets

Cross-species functional alignment reveals evolutionary hierarchy within the connectome

Impact of concatenating fMRI data on reliability for functional connectomics

Discovery of Brainwide Neural-Behavioral Maps via Multiscale Unsupervised Structure Learning

The predictive capacity of personal genome sequencing

Supervised dimensionality reduction for big data

Fast nonnegative deconvolution for spike train inference from population calcium imaging

Joint embedding: A scalable alignment to compare individuals in a connectivity space

Variability and heritability of mouse brain structure: Microscopic MRI atlases and connectomes for diverse strains

Spike Inference from Calcium Imaging Using Sequential Monte Carlo Methods

Selected reaction monitoring approach for validating peptide biomarkers

Factors affecting characterization and localization of interindividual differences in functional connectivity using MRI

Eliminating accidental deviations to minimize generalization error and maximize replicability: Applications in connectomics and genomics

From Cosmos to Connectomes: The Evolution of Data-Intensive Science

Visualizing synaptic plasticity in vivo by large-scale imaging of endogenous AMPA receptors

Toward Community-Driven Big Open Brain Science: Open Big Data and Tools for Structure, Function, and Genetics

Generative network modeling reveals quantitative definitions of bilateral symmetry exhibited by a whole insect brain connectome

Discovering and deciphering relationships across disparate data modalities

Bisected graph matching improves automated pairing of bilaterally homologous neurons from connectomes

A comparison of supervised machine learning algorithms and feature vectors for MS lesion segmentation using multimodal structural MRI

Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry

Probabilistic fluorescence-based synapse detection

The Association Between Alpha-1 Adrenergic Receptor Antagonists and In-Hospital Mortality From COVID-19

Hidden Markov modeling for maximum probability neuron reconstruction

Multichannel Electrophysiological Spike Sorting via Joint Dictionary Learning and Mixture Modeling

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