Literature DB >> 22632718

Data visualization in the neurosciences: overcoming the curse of dimensionality.

Elena A Allen1, Erik B Erhardt, Vince D Calhoun.   

Abstract

In publications, presentations, and popular media, scientific results are predominantly communicated through graphs. But are these figures clear and honest or misleading? We examine current practices in data visualization and discuss improvements, advocating design choices which reveal data rather than hide it.
Copyright © 2012 Elsevier Inc. All rights reserved.

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Year:  2012        PMID： 22632718      PMCID： PMC4427844          DOI： 10.1016/j.neuron.2012.05.001

Source DB:  PubMed          Journal:  Neuron        ISSN： 0896-6273            Impact factor:   17.173


  11 in total

1.  Error message.

Authors:  David L Vaux
Journal:  Nature       Date:  2004-04-22       Impact factor: 49.962

Review 2.  Intrinsic functional-connectivity networks for diagnosis: just beautiful pictures?

Authors:  Christian Habeck; James R Moeller
Journal:  Brain Connect       Date:  2011

3.  Inference by eye: confidence intervals and how to read pictures of data.

Authors:  Geoff Cumming; Sue Finch
Journal:  Am Psychol       Date:  2005 Feb-Mar

4.  Graphical perception and graphical methods for analyzing scientific data.

Authors:  W S Cleveland; R McGill
Journal:  Science       Date:  1985-08-30       Impact factor: 47.728

Review 5.  The brain's default network: anatomy, function, and relevance to disease.

Authors:  Randy L Buckner; Jessica R Andrews-Hanna; Daniel L Schacter
Journal:  Ann N Y Acad Sci       Date:  2008-03       Impact factor: 5.691

6.  Designing better graphs by including distributional information and integrating words, numbers, and images.

Authors:  David M Lane; Anikó Sándor
Journal:  Psychol Methods       Date:  2009-09

7.  Seeing is believing: the effect of brain images on judgments of scientific reasoning.

Authors:  David P McCabe; Alan D Castel
Journal:  Cognition       Date:  2007-09-04

8.  Different clues from different views: the role of image format in public perceptions of neuroimaging results.

Authors:  Madeleine Keehner; Lisa Mayberry; Martin H Fischer
Journal:  Psychon Bull Rev       Date:  2011-04

9.  Type I and Type II error concerns in fMRI research: re-balancing the scale.

Authors:  Matthew D Lieberman; William A Cunningham
Journal:  Soc Cogn Affect Neurosci       Date:  2009-12-24       Impact factor: 3.436

10.  Mal-adaptation of event-related EEG responses preceding performance errors.

Authors:  Heike Eichele; Hilde T Juvodden; Markus Ullsperger; Tom Eichele
Journal:  Front Hum Neurosci       Date:  2010-08-10       Impact factor: 3.169
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  40 in total

1.  Towards Algorithmic Analytics for Large-scale Datasets.

Authors:  Danilo Bzdok; Thomas E Nichols; Stephen M Smith
Journal:  Nat Mach Intell       Date:  2019-07-09

2.  Effects of hyperbaric oxygen on glucose-regulated protein 78 and c-Jun N-terminal kinase expression after spinal cord injury in rats.

Authors:  Xuehua Liu; Chunsheng Li; Fang Liang; Yong Wang; Zhuo Li; Jing Yang
Journal:  Int J Clin Exp Med       Date:  2015-03-15

3.  The role of the basolateral amygdala in the perception of faces in natural contexts.

Authors:  Ruud Hortensius; David Terburg; Barak Morgan; Dan J Stein; Jack van Honk; Beatrice de Gelder
Journal:  Philos Trans R Soc Lond B Biol Sci       Date:  2016-05-05       Impact factor: 6.237

4.  Misrepresentation and distortion of research in biomedical literature.

Authors:  Isabelle Boutron; Philippe Ravaud
Journal:  Proc Natl Acad Sci U S A       Date:  2018-03-13       Impact factor: 11.205

5.  Suppressed Sensory Response to Predictable Object Stimuli throughout the Ventral Visual Stream.

Authors:  David Richter; Matthias Ekman; Floris P de Lange
Journal:  J Neurosci       Date:  2018-07-20       Impact factor: 6.167

6.  The neural dynamics of face detection in the wild revealed by MVPA.

Authors:  Maxime Cauchoix; Gladys Barragan-Jason; Thomas Serre; Emmanuel J Barbeau
Journal:  J Neurosci       Date:  2014-01-15       Impact factor: 6.167

7.  A Meta-analysis on the neural basis of planning: Activation likelihood estimation of functional brain imaging results in the Tower of London task.

Authors:  Kai Nitschke; Lena Köstering; Lisa Finkel; Cornelius Weiller; Christoph P Kaller
Journal:  Hum Brain Mapp       Date:  2016-09-15       Impact factor: 5.038

Review 8.  Dynamic functional connectivity: promise, issues, and interpretations.

Authors:  R Matthew Hutchison; Thilo Womelsdorf; Elena A Allen; Peter A Bandettini; Vince D Calhoun; Maurizio Corbetta; Stefania Della Penna; Jeff H Duyn; Gary H Glover; Javier Gonzalez-Castillo; Daniel A Handwerker; Shella Keilholz; Vesa Kiviniemi; David A Leopold; Francesco de Pasquale; Olaf Sporns; Martin Walter; Catie Chang
Journal:  Neuroimage       Date:  2013-05-24       Impact factor: 6.556

Review 9.  Population-wide distributions of neural activity during perceptual decision-making.

Authors:  Adrien Wohrer; Mark D Humphries; Christian K Machens
Journal:  Prog Neurobiol       Date:  2012-11-01       Impact factor: 11.685

10.  Standard multiscale entropy reflects neural dynamics at mismatched temporal scales: What's signal irregularity got to do with it?

Authors:  Julian Q Kosciessa; Niels A Kloosterman; Douglas D Garrett
Journal:  PLoS Comput Biol       Date:  2020-05-11       Impact factor: 4.475
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