Evidence map›Paper›PMID 41976816›Full record

ReviewJournal of clinical medicine2026

The Evolution of Cardiac Rehabilitation from Supervised Models to New Frontiers in Digital Health.

Alfredo Mauriello, Adriana Correra, Anna Chiara Maratea, Vincenzo Russo, Biagio Liccardo, Felice Gragnano, Vincenzo Acerbo, Arturo Cesaro, Mario Pacileo, Carmine Riccio and 2 more

Abstract readReview
In one paragraph

Review in Journal of clinical medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Review
  3. Review
  4. Review
  5. Article
  6. 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

12 authors.

Alfredo MaurielloS.C. Cardiology, Institute National Cancer, IRCCS, Foundation "G. Pascale", Via M. Semmola 52, 80131 Naples, Italy.ORCID 0000-0001-7060-6938
Adriana CorreraCardiology Department, Ospedali Riuniti University Hospital, Viale Pinto 1, 71122 Foggia, Italy.
Anna Chiara MarateaDepartment of Cardiovascular Disease, ASL Napoli 1 Centro, Via Comunale del Principe, 13/a, 80145 Napoli, Italy.
Vincenzo RussoCardiology Unit, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", "V. Monaldi" Hospital, Via Leonardo Bianchi snc, 80131 Naples, Italy.ORCID 0000-0002-9227-0360
Biagio LiccardoCardiology Unit, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", "V. Monaldi" Hospital, Via Leonardo Bianchi snc, 80131 Naples, Italy.
Felice GragnanoDivision of Cardiology, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", Azienda Ospedaliera Sant'Anna e San Sebastiano, Via Palasciano Ferdinando 1, 81100 Caserta, Italy.ORCID 0000-0002-6943-278X
Vincenzo AcerboDivision of Cardiology, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", Azienda Ospedaliera Sant'Anna e San Sebastiano, Via Palasciano Ferdinando 1, 81100 Caserta, Italy.
Arturo CesaroDivision of Cardiology, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", Azienda Ospedaliera Sant'Anna e San Sebastiano, Via Palasciano Ferdinando 1, 81100 Caserta, Italy.ORCID 0000-0003-4435-1235
Mario PacileoCardiology and Intensive Care Unit, Department of Cardiology, "Umberto I" Hospital, Via Alfonso De Nicola 1, 84014 Nocera Inferiore, Italy.
Carmine RiccioDivision of Cardiology, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", Azienda Ospedaliera Sant'Anna e San Sebastiano, Via Palasciano Ferdinando 1, 81100 Caserta, Italy.
Paolo CalabròDivision of Cardiology, Department of Medical and Translational Sciences, University of Campania "Luigi Vanvitelli", Azienda Ospedaliera Sant'Anna e San Sebastiano, Via Palasciano Ferdinando 1, 81100 Caserta, Italy.ORCID 0000-0002-5018-830X
Antonello D'AndreaCardiology and Intensive Care Unit, Department of Cardiology, "Umberto I" Hospital, Via Alfonso De Nicola 1, 84014 Nocera Inferiore, Italy.ORCID 0000-0002-9698-9145

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

acute coronary syndromeartificial intelligencecardiac diseasecardiac rehabilitationheart failuretelerehabilitation

Identifiers

PMID41976816
PMCPMC13073996

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.