Evidence map›Paper›PMID 26973982›Full record

ArticleJMLR workshop and conference proceedings2015

Manifold-valued Dirichlet Processes.

Hyunwoo J Kim, Jia Xu, Baba C Vemuri, Vikas Singh

Abstract read
In one paragraph

Article in JMLR workshop and conference proceedings, 2015. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Probabilistic Nested Homogeneous Spaces for Dimensionality Reduction.Proceedings of machine learning research · 2026
    Article
  2. Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging.Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2017
    Article
  3. Abundant Inverse Regression using Sufficient Reduction and its Applications.Computer vision - ECCV ... : ... European Conference on Computer Vision : proceedings. European Conference on Computer Vision · 2016
    Article
  4. Latent Variable Graphical Model Selection using Harmonic Analysis: Applications to the Human Connectome Project (HCP).Proceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition · 2016
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Hyunwoo J KimUniversity of Wisconsin-Madison, Madison, WI 53706, USA.
Jia XuUniversity of Wisconsin-Madison, Madison, WI 53706, USA.
Baba C VemuriUniversity of Florida, Gainesville, FL 32611, USA.
Vikas SinghUniversity of Wisconsin-Madison, Madison, WI 53706, USA.

Funding

Institutional Clinical and Translational Science AwardUL1TR000427 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2012 to 2016
$32.2M
TrainingU54AI117924 · NIAID · UNIVERSITY OF WISCONSIN-MADISON · PI CRAVEN, MARK W. · 2014 to 2018
$11.3M
Institutional Clinical and Translational Science Award (UW-Madison)KL2RR025012 · NCRR · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2007 to 2011
$11.1M
Institutional Clinical and Translational Science AwardKL2TR000428 · NCATS · UNIVERSITY OF WISCONSIN-MADISON · PI DREZNER, MARC KENNETH · 2012 to 2016
$6.2M
Automated Assessment of Structural Changes & Functional Recovery Post Spinal InjuR01NS066340 · NINDS · UNIVERSITY OF FLORIDA · PI VEMURI, BABA C · 2010 to 2014
$2.5M
Algorithms for Automatic Fiber Tract Mapping in the CNSR01NS042075 · NINDS · UNIVERSITY OF FLORIDA · PI VEMURI, BABA C · 2002 to 2005
$1.4M
Maximizing Power in AD Clinical Trials via Multimodal Machine LearningR01AG040396 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI SINGH, VIKAS · 2012 to 2015
$1.1M
Second Harmonic Generation analysis of the ECM in idiopathic pulmonary fibrosisR21HL126190 · NHLBI · UNIVERSITY OF WISCONSIN-MADISON · PI CAMPAGNOLA, PAUL J, SANDBO, NATHAN K · 2015 to 2016
$401k
NCATS NIH HHS KL2 TR000428NCATS NIH HHS UL1 TR000427NCRR NIH HHS KL2 RR025012NHLBI NIH HHS R21 HL126190NIAID NIH HHS U54 AI117924NIA NIH HHS R01 AG040396NINDS NIH HHS R01 NS042075NINDS NIH HHS R01 NS066340
6 · The paper itself

Abstract

Statistical models for manifold-valued data permit capturing the intrinsic nature of the curved spaces in which the data lie and have been a topic of research for several decades. Typically, these formulations use geodesic curves and distances defined

Identifiers

PMID26973982
PMCPMC4783460

What OpenQuestion holds

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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.