Evidence map›Paper›PMID 35402941›Full record

ArticleIEEE open journal of engineering in medicine and biology2020

Overcoming the Barriers That Obscure the Interlinking and Analysis of Clinical Data Through Harmonization and Incremental Learning.

Vasileios C Pezoulas, Konstantina D Kourou, Fanis Kalatzis, Themis P Exarchos, Evi Zampeli, Saviana Gandolfo, Andreas Goules, Chiara Baldini, Fotini Skopouli, Salvatore De Vita and 2 more

Open access · goldAbstract read
In one paragraph

Article in IEEE open journal of engineering in medicine and biology, 2020. 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
1.3field-weighted citation impact, top 20% of its field
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, 23 citations in OpenAlex.

  1. Article
  2. Article
  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

12 authors at 7 institutions in 3 countries.

Vasileios C PezoulasUnit of Medical Technology and Intelligent Information Systems, Department of Materials Science and EngineeringUniversity of Ioannina GR45110 Ioannina Greece.ORCID https://orcid.org/0000-0002-1872-693X
Konstantina D KourouUnit of Medical Technology and Intelligent Information Systems, Department of Materials Science and EngineeringUniversity of Ioannina GR45110 Ioannina Greece.ORCID https://orcid.org/0000-0003-4310-2739
Fanis KalatzisUnit of Medical Technology and Intelligent Information Systems, Department of Materials Science and EngineeringUniversity of Ioannina GR45110 Ioannina Greece.
Themis P ExarchosDepartment of InformaticsIonian University GR49100 Corfu Greece.
Evi ZampeliInstitute for Systemic Autoimmune and Neurological Diseases GR11743 Athens Greece.
Saviana GandolfoClinic of Rheumatology, Department of Medical and Biological SciencesUdine University IT33100 Udine Italy.
Andreas GoulesDepartment of Pathophysiology, School of MedicineUniversity of Athens GR15772 Athens Greece.
Chiara BaldiniDepartment of Clinical and Experimental MedicineUniversity of Pisa Pisa IT56126 Italy.
Fotini SkopouliDepartment of Internal Medicine and Clinical ImmunologyEuroclinic Hospital GR11521 Athens Greece.
Salvatore De VitaClinic of Rheumatology, Department of Medical and Biological SciencesUdine University IT33100 Udine Italy.
Athanasios G TzioufasDepartment of Pathophysiology, School of MedicineUniversity of Athens GR15772 Athens Greece.
Dimitrios I FotiadisUnit of Medical Technology and Intelligent Information Systems, Department of Materials Science and EngineeringUniversity of Ioannina GR45110 Ioannina Greece.ORCID https://orcid.org/0000-0002-5987-9350
University of Ioannina · GRNational and Kapodistrian University of Athens · GRUniversity of Udine · ITAthens Euroclinic · GRIonian University · GRNeurological Institute of Athens · GRUniversity of Pisa · IT

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

data curationdata harmonizationData sharingfederated data analyticsincremental learning

Identifiers

PMID35402941
PMCPMC8940202
OpenAlexW3011922644

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.