Evidence map›Paper›PMID 22256188›Full record

ArticleAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference2011

Classification of astrocytomas and oligodendrogliomas from mass spectrometry data using sparse kernel machines.

Jacob Huang, Behnood Gholami, Nathalie Y R Agar, Isaiah Norton, Wassim M Haddad, Allen R Tannenbaum

Abstract read
In one paragraph

Article in Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Review
  2. Review
  3. 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

6 authors.

Jacob HuangSchool of Electrical and Computer Engineering, Georgia Institute of Technology, Atlanta, GA 30332, USA. jhuang@gatech.edu
Behnood Gholami
Nathalie Y R Agar
Isaiah Norton
Wassim M Haddad
Allen R Tannenbaum

Funding

Washington University ConsoritumU54EB005149 · NIBIB · BRIGHAM AND WOMEN'S HOSPITAL · PI KIKINIS, RON · 2004 to 2013
$39.3M
WHITE MATTER ARCHITECTURE FROM DT-MRIP41RR013218 · NCRR · BRIGHAM AND WOMEN'S HOSPITAL · PI PIEPER, STEVEN · 1998 to 2011
$30.6M
YALE CENTER FOR THE: LEARNING &ATTENTIONP41RR013642 · NCRR · UNIVERSITY OF CALIFORNIA LOS ANGELES · PI BEARER, ELAINE L · 1998 to 2011
$21.9M
Real-Time Stereotactic Mass Spectrometry Tissue Analysis for Intraoperative NeuroDP2OD007383 · OD · BRIGHAM AND WOMEN'S HOSPITAL · PI AGAR, NATHALIE YR · 2010 to 2010
$2.7M
NCRR NIH HHS NAC P41 RR13218NCRR NIH HHS P41 RR013218NCRR NIH HHS P41 RR013642NIBIB NIH HHS U54 EB005149NIH HHS DP2 OD007383NIH HHS DP2OD007383
6 · The paper itself

Abstract

Glioma histologies are the primary factor in prognostic estimates and are used in determining the proper course of treatment. Furthermore, due to the sensitivity of cranial environments, real-time tumor-cell classification and boundary detection can aid in the precision and completeness of tumor resection. A recent improvement to mass spectrometry known as desorption electrospray ionization operates in an ambient environment without the application of a preparation compound. This allows for a real-time acquisition of mass spectra during surgeries and other live operations. In this paper, we present a framework using sparse kernel machines to determine a glioma sample's histopathological subtype by analyzing its chemical composition acquired by desorption electrospray ionization mass spectrometry.

Indexed as

AlgorithmsAstrocytomaHumansOligodendrogliomaSpectrometry, Mass, Electrospray Ionization

Identifiers

PMID22256188
PMCPMC3644033

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Registered trials

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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.