Evidence map›Paper›PMID 22156978›Full record

ArticleIEEE transactions on medical imaging2012

Tracking monotonically advancing boundaries in image sequences using graph cuts and recursive kernel shape priors.

Joshua C Chang, K C Brennan, Tom Chou

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in IEEE transactions on medical imaging, 2012. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Heterogeneous incidence and propagation of spreading depolarizations.Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism · 2017
    Article
  2. 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

3 authors.

Joshua C ChangDepartment of Biomathematics, University of California-Los Angeles, Los Angeles, CA 90025, USA.
K C Brennan
Tom Chou

Funding

Systems in Integrative BiologyT32GM008185 · NIGMS · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI CHOU, TOM · 1987 to 2022
$4.6M
Sex differences in the basic pathophysiology of migraineK08NS059072 · NINDS · UNIVERSITY OF UTAH · PI BRENNAN, KEVIN CHRISTOPHER · 2007 to 2011
$859k
Investigating the basic mechanisms linking migraine and strokeR21NS070084 · NINDS · UNIVERSITY OF UTAH · PI BRENNAN, KEVIN CHRISTOPHER · 2010 to 2011
$407k
NIGMS NIH HHS T32 GM008185NIGMS NIH HHS T32GM008185NINDS NIH HHS K08 NS059072NINDS NIH HHS L30 NS063811NINDS NIH HHS NS059072NINDS NIH HHS NS070084NINDS NIH HHS R21 NS070084
6 · The paper itself

Abstract

We introduce a probabilistic computer vision technique to track monotonically advancing boundaries of objects within image sequences. Our method incorporates a novel technique for including statistical prior shape information into graph-cut based segmentation, with the aid of a majorization-minimization algorithm. Extension of segmentation from single images to image sequences then follows naturally using sequential Bayesian estimation. Our methodology is applied to two unrelated sets of real biomedical imaging data, and a set of synthetic images. Our results are shown to be superior to manual segmentation.

Indexed as

AlgorithmsAnimalsComputer SimulationCortical Spreading DepressionDatabases, FactualDiagnostic ImagingEpithelial CellsImage Processing, Computer-AssistedMiceMice, Inbred C57BLReproducibility of ResultsWound Healing

Identifiers

PMID22156978
PMCPMC5510452

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.