Evidence map›Paper›PMID 42795718›Full record

ArticleJournal of clinical medicine2026

Melanoma Intelligence: Explainable AI Reveals Histopathologic Aggressiveness as the Dominant Axis of Lymph-Node Metastasis.

Vlad-Petre Atanasescu, Valentin Titus Grigorean, Raluca Florentina Tulin, Maria Fulina, Matei Șerban, Răzvan-Adrian Covache-Busuioc, Corneliu Toader, Alexandru Vlad Ciurea, Anamaria Oproiu

Abstract read
In one paragraph

Article in Journal of clinical medicine, 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

9 authors.

Vlad-Petre AtanasescuDoctoral School, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Valentin Titus GrigoreanFaculty of General Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Raluca Florentina TulinFaculty of General Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Maria FulinaCounty Clinical Emergency Hospital "Sf. Ap. Andrei", 900591 Constanta, Romania.ORCID 0009-0003-1992-1766
Matei ȘerbanFaculty of General Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Răzvan-Adrian Covache-BusuiocFaculty of General Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Corneliu ToaderFaculty of General Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Alexandru Vlad CiureaFaculty of General Medicine, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.
Anamaria OproiuDoctoral School, "Carol Davila" University of Medicine and Pharmacy, 050474 Bucharest, Romania.

Funding

Carol Davila University of Medicine and Pharmacy
6 · The paper itself

Abstract

PubMed holds no abstract for this paper.

Indexed as

Breslow thicknessconformal predictiondigital twinexplainable artificial intelligencehistopathologyinflammatory–metabolic dysregulationlymph-node metastasislymphovascular invasionmachine learningmalignant melanomamelanoma risk modeling

Identifiers

PMID42795718
PMCPMC13607197

What Socratic 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 Socratic graph.