Evidence map›Paper›PMID 35684596›Full record

ArticleSensors (Basel, Switzerland)2022

Unsupervised Clustering of Heartbeat Dynamics Allows for Real Time and Personalized Improvement in Cardiovascular Fitness.

Cassandra Serantoni, Giovanna Zimatore, Giada Bianchetti, Alessio Abeltino, Marco De Spirito, Giuseppe Maulucci

Abstract read
In one paragraph

Article in Sensors (Basel, Switzerland), 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.

0numbers the graph read from it
0cells of the map it votes in
14citing 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

14 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Review
  5. Article
  6. Article
  7. Review
  8. Article
  9. Article
  10. Article
  11. Article
  12. Article
  13. Article
  14. 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

6 authors.

Cassandra SerantoniDepartment of Neuroscience, Biophysics Sections, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy.
Giovanna ZimatoreDepartment of Theoretical and Applied Sciences, eCampus University, Via Isimbardi, 10, 22060 Novedrate, Italy.ORCID 0000-0001-6009-4465
Giada BianchettiDepartment of Neuroscience, Biophysics Sections, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy.ORCID 0000-0003-1257-2295
Alessio AbeltinoDepartment of Neuroscience, Biophysics Sections, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy.
Marco De SpiritoDepartment of Neuroscience, Biophysics Sections, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy.ORCID 0000-0003-4260-5107
Giuseppe MaulucciDepartment of Neuroscience, Biophysics Sections, Università Cattolica del Sacro Cuore, Largo Francesco Vito, 1, 00168 Rome, Italy.ORCID 0000-0002-2154-319X

Funding

Catholic University of the Sacred Heart Linea D1 2021Regione Lazio PO FSE 2014-2020
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

ExerciseRunningCluster AnalysisHeartHeart RateOxygen ConsumptionPhysical Fitnesscardiovascular fitnesscardiovascular riskk-means clusteringmachine learningmedical data analysis in healthcaremedical technologymultiple modality biosignal processingpersonalized medicinephysiological time seriesVO2max

Identifiers

PMID35684596
PMCPMC9182749

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.