Evidence map›Paper›PMID 42510110›Full record

ArticleDiagnostics (Basel, Switzerland)2026

AI-Assisted Forensic Analysis of Hanging-Related Ligature Marks: A Pilot Study Using Convolutional Neural Networks.

Giorgia Rigano, Fabrizio De Vita, Lucia Candela, Dario Bruneo, Salvatore De Caro, Marija Čaplinskienė, Elvira Ventura Spagnolo, Gennaro Baldino

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Diagnostics (Basel, Switzerland), 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

8 authors.

Giorgia RiganoDepartment of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria, 1, 98125 Messina, Italy.ORCID 0009-0005-7510-3367
Fabrizio De VitaDepartment of Engineering, University of Messina, Contrada Di Dio, Sant'Agata, 98166 Messina, Italy.ORCID 0000-0002-6709-8001
Lucia CandelaDepartment of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria, 1, 98125 Messina, Italy.
Dario BruneoDepartment of Engineering, University of Messina, Contrada Di Dio, Sant'Agata, 98166 Messina, Italy.ORCID 0000-0002-6080-9077
Salvatore De CaroDepartment of Engineering, University of Messina, Contrada Di Dio, Sant'Agata, 98166 Messina, Italy.ORCID 0000-0002-8952-6601
Marija ČaplinskienėState Forensic Science, Mykolas Romeris University Vilnius, 01101 Vilnius, Lithuania.ORCID 0000-0002-5432-0224
Elvira Ventura SpagnoloDepartment of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria, 1, 98125 Messina, Italy.
Gennaro BaldinoDepartment of Biomedical and Dental Sciences and Morphofunctional Imaging, University of Messina, Via Consolare Valeria, 1, 98125 Messina, Italy.ORCID 0000-0002-7973-9259

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

artificial intelligence (AI)forensic pathologyforensic sciencehangingmachine learning

Identifiers

PMID42510110
PMCPMC13409630

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.