Evidence map›Paper›PMID 39197472›Full record

ArticlePhysiological measurement2024

Machine learning-enhanced electrical impedance myography to diagnose and track spinal muscular atrophy progression.

Buket Sonbas Cobb, Stephen J Kolb, Seward B Rutkove

Abstract read
In one paragraph

Article in Physiological measurement, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Application of Biomarkers in Spinal Muscular Atrophy.International journal of molecular sciences · 2025
    Review
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.

Buket Sonbas CobbDepartment of Neurology at Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America.
Stephen J KolbDepartment of Neurology, Ohio State University Wexner Medical Center, Columbus, OH, United States of America.
Seward B RutkoveDepartment of Neurology at Beth Israel Deaconess Medical Center, Harvard Medical School, Boston, MA, United States of America.ORCID 0000-0002-6375-3312

Funding

Clinical Coordinating Center Network of Excellence in Neuroscience Clinical TrialU01NS077179 · NINDS · MASSACHUSETTS GENERAL HOSPITAL · PI Merit E CUDKOWICZ, Aleksandar Videnovic · 2011 to 2026
$43.4M
Network of Excellence in Neuroscience Clinical Trials (NEXT)-DCCU01NS077352 · NINDS · UNIVERSITY OF IOWA · PI CHRISTOPHER S. COFFEY · 2011 to 2026
$28.1M
SMA Biomarkers in the Immediate Post-natal Period of DevelopmentU01NS079163 · NINDS · OHIO STATE UNIVERSITY · PI KOLB, STEPHEN J. · 2012 to 2014
$2.1M
NINDS NIH HHS U01 NS077179NINDS NIH HHS U01 NS077352NINDS NIH HHS U01 NS079163
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Disease ProgressionElectric ImpedanceMachine LearningMuscular Atrophy, SpinalMyographyDiscriminant AnalysisFemaleHumansInfantMaleelectrical impedance myographymachine learningspinal muscular atrophy

Identifiers

PMID39197472
PMCPMC11446569

What OpenQuestion holds

Textmetadata
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Read underepoch 390

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.