Evidence map›Paper›PMID 42869491›Full record

ArticleOpen heart2026

Multimodal artificial intelligence to predict cardiomyopathy development in hereditary transthyretin amyloidosis.

Leopoldo Ordine, Daniela Pacella, Stefano Tozza, Grazia Canciello, Elio Masciari, Marcella De Luca, Raffaella Lombardi, Grazia Foti, Stefano Martano, Stefania Marazia and 5 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Open heart, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Leopoldo Ordine *Department of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy.
Daniela Pacella *Department of Public Health, University of Naples Federico II, Naples, Italy.
Stefano TozzaDepartment of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy.
Grazia CancielloDepartment of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy.
Elio MasciariDepartment of Electrical Engineering and Information Technologies, University of Naples Federico II, Naples, Italy.
Marcella De LucaDepartment of Clinical and Experimental Medicine, University of Messina, Messina, Italy.
Raffaella LombardiDepartment of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy.ORCID http://orcid.org/0000-0001-5025-6993
Grazia FotiDe Gasperis Cardio Center and Transplant Center, Niguarda Hospital, Milan, Italy.
Stefano MartanoDepartment of Cardiology, Vito Fazzi Hospital, Lecce, Italy.
Stefania MaraziaDepartment of Cardiology, Vito Fazzi Hospital, Lecce, Italy.
Gianluca Di BellaDepartment of Clinical and Experimental Medicine, University of Messina, Messina, Italy.
Anna MazzeoDepartment of Clinical and Experimental Medicine, University of Messina, Messina, Italy.
Giovanni EspositoDepartment of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy.
Fiore ManganelliDepartment of Neurosciences, Reproductive Sciences and Odontostomatology, University of Naples Federico II, Naples, Italy.
Maria Angela LosiDepartment of Advanced Biomedical Sciences, University of Naples Federico II, Naples, Italy losi@unina.it.ORCID http://orcid.org/0000-0001-9819-0401

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Amyloidosis, Hereditary, Transthyretin-RelatedCardiomyopathy, HypertrophicCardiomyopathy, RestrictiveGenetic Diseases, Inborn

Identifiers

PMID42869491
PMCPMC13656172

What OpenQuestion holds

Textmetadata
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.