Evidence map›Paper›PMID 41154442›Full record

ArticleCancers2025

Impact of Diagnostic Confidence, Perceived Difficulty, and Clinical Experience in Facial Melanoma Detection: Results from a European Multicentric Teledermoscopic Study.

Alessandra Cartocci, Alessio Luschi, Sofia Lo Conte, Elisa Cinotti, Francesca Farnetani, Aimilios Lallas, John Paoli, Caterina Longo, Elvira Moscarella, Danica Tiodorovic and 13 more

Abstract read
In one paragraph

Article in Cancers, 2025. 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

23 authors.

Alessandra CartocciDermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-1818-6275
Alessio LuschiDepartment of Medical Biotechnologies, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-7615-9187
Sofia Lo ConteUnit of Diagnostic and Therapeutic Neuroradiology, Department of Neurology and Human Movement Sciences, Azienda Ospedaliero Universitaria, 53100 Siena, Italy.ORCID 0009-0001-5807-0664
Elisa CinottiDermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-4009-0659
Francesca FarnetaniDepartment of Dermatology, University of Modena and Reggio Emilia, 41121 Modena, Italy.
Aimilios LallasFirst Department of Dermatology, Aristotle University, 54124 Thessaloniki, Greece.ORCID 0000-0002-7193-0964
John PaoliDepartment of Dermatology and Venereology, Institute of Clinical Sciences, Sahlgrenska Academy, University of Gothenburg, Sahlgrenska University Hospital, 41345 Gothenburg, Sweden.ORCID 0000-0003-1326-8535
Caterina LongoDepartment of Dermatology, University of Modena and Reggio Emilia, 41121 Modena, Italy.
Elvira MoscarellaDermatology Unit, University of Campania Luigi Vanvitelli, 80138 Naples, Italy.ORCID 0000-0001-5160-8997
Danica TiodorovicDermatology Clinic, Medical Faculty, University of Nis, 18000 Nis, Serbia.
Ignazio StanganelliSkin Cancer Unit, Scientific Institute of Romagna for the Study of Cancer (IRCSS), 47014 Meldola, Italy.
Mariano SuppaDepartment of Dermatology, Hôpital Erasme, Université Libre de Bruxelles, 1050 Brussels, Belgium.
Emi DikaOncologic Dermatology Unit, IRCCS Azienda Ospedaliero Universitaria di Bologna, 40126 Bologna, Italy.ORCID 0000-0003-3186-2861
Iris ZalaudekDepartment of Dermatology and Venereology, University of Trieste, 34141 Trieste, Italy.ORCID 0000-0002-7878-4955
Maria Antonietta PizzichettaDepartment of Dermatology and Venereology, University of Trieste, 34141 Trieste, Italy.ORCID 0000-0002-4201-8490
Jean Luc PerrotDermatology Unit, University Hospital of St-Etienne, 42270 Saint Etienne, France.ORCID 0000-0003-4479-9961
Imma SavareseSoc Dermatologia Pistoia-Prato, USL Toscana Centro, 51100 Pistoia, Italy.
Magdalena ŻychowskaDepartment of Dermatology, Faculty of Medicine, University of Rzeszow, 35-310 Rzeszow, Poland.ORCID 0000-0001-8268-0529
Giovanni RubegniOphthalmology Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, 53100 Siena, Italy.
Mario FruschelliOphthalmology Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-3869-8593
Ernesto IadanzaDepartment of Medical Biotechnologies, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-7291-4990
Gabriele CeveniniDepartment of Medical Biotechnologies, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-7212-573X
Linda TognettiDermatology Unit, Department of Medicine, Surgery and Neuroscience, University of Siena, 53100 Siena, Italy.ORCID 0000-0002-6691-4310

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDiagnosing facial melanoma, specifically lentigo maligna (LM) and lentigo maligna melanoma (LMM), is a daily clinical challenge, particularly for small or traumatized lesions. LM and LMM are part of the broader group of atypical pigmented facial lesions (aPFLs), which also includes benign look-alikes such as solar lentigo (SL), atypical nevi (AN), seborrheic keratosis (SK), and seborrheic-lichenoid keratosis (SLK), as well as pigmented actinic keratosis (PAK), a potentially premalignant keratinocytic lesion. Standard dermoscopy with handheld devices is the most widely used diagnostic tool in dermatology, but its accuracy heavily depends on the clinician's experience and the perceived difficulty of the case. As a result, many benign aPFLs are excised for histological analysis, often leading to aesthetic concerns. Reflectance confocal microscopy (RCM) can reduce the need for biopsies, but it is limited to specialized centers and requires skilled operators.

aimsThis study aimed to assess the impact of personal skill, diagnostic confidence, and perceived difficulty on the diagnostic accuracy and management in the differential dermoscopic diagnosis of aPFLs.

methodsA total of 1197 aPFLs dermoscopic images were examined on a teledermoscopic web platform by 155 dermatologists and residents with 4 skill levels (<1, 1-4, 5-8, >8 years). They were asked to give a diagnosis, to estimate their confidence and rate the case, and choose a management strategy: "follow-up", "RCM" or "biopsy". Diagnostic accuracy was examined according to the personal skill level, confidence level, and rating in three settings: (I) all seven diagnoses, (II) LM vs. PAK vs. fully benign aPFLs, (III) malignant vs benign aPFLs. The same analyses were performed for management decisions.

resultsThe diagnostic confidence has a certain impact on the diagnostic accuracy, both in terms of multi-class diagnosis of six aPFLs in diagnostic (setting 1) and in benign vs malignant (setting 3) or benign vs. malignant/premalignant discrimination (setting 2). The perceived difficulty influences the management of benign lesions, with easy ratings predominantly matching with "follow-up" decision in benign cases, but not that of malignant lesions assigned to "biopsy". The experience level had an impact on the perception of the number of real easy cases and had no to minimal impact on the average diagnostic accuracy of aPFLs. It, however, has an impact on the management strategy and specifically in terms of error reduction, namely the lowest rates of missed malignant cases after 8 years of experience and the lowest rates of inappropriate biopsies of benign lesions after 1 year of experience.

conclusionsThe noninvasive diagnosis and management of aPFLs rest on a daily challenge. Highlighting which specific subgroups of lesions need attention and second-level examination (RCM) or biopsy can help detect early malignant cases, and, in parallel, reduce the rate of unnecessary removal of benign lesions.

Indexed as

atypical pigmented facial lesionsdermoscopydiagnostic accuracydiagnostic confidencelentigo malignapigmented actinic keratosissolar lentigo

Identifiers

PMID41154442
PMCPMC12563225

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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.