ArticleJAAD international2025
Diagnostic performance of multimodal large language models in distinguishing melanoma from nevi in clinical and dermoscopic images.
Article in JAAD international, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Implementation of Total Body Photography for Skin Cancer Early Detection: A Systematic Review.International journal of dermatology · 2026Pooled it
- Advances in the Field of Cutaneous Malignancies: Background and Clinical Management.Journal of clinical medicine · 2026Article
- GPT Fusion: Reasoning-Based Integration of Specialized Convolutional Neural Networks for Melanoma Diagnosis.Research square · 2026Article
- Sequential Field Therapy in Actinic Keratosis: A Mechanism-Based Rationale for Complementary Treatment Strategies.Journal of clinical medicine · 2026Review
- The Use and Utility of Adjuvant Checkpoint Inhibitors in Elderly Patients with Melanoma: A Single Institution Experience.Cancers · 2026Article
- Artificial Intelligence in Dermatopathology: An Update and Review of the Current Literature.Diagnostics (Basel, Switzerland) · 2026Review
- Detection of Nontuberculous Mycobacterial Skin Infection by Next-Generation Sequencing: A Pilot Study.Journal of clinical medicine · 2026Article
- ChatGPT, Gemini, and Claude in clinical and dermoscopic image analysis of basal cell carcinoma and its common mimickers: A comparative performance analysis.JID innovations : skin science from molecules to population health · 2026Article
- Dermoscopy-guided high-frequency ultrasound: Principles and applications in dermatology.JID innovations : skin science from molecules to population health · 2026Article
- Evidence Synthesis of Artificial Intelligence Performance in Skin Cancer Diagnosis.International journal of dermatology · 2026Article
- Evaluation of GPT-5.2 for melanoma detection across skin tones.Frontiers in medicine · 2026Article
- Evaluation of multimodal large language models for psoriasis diagnosis, severity grading, and treatment recommendations from clinical photographs: ChatGPT shows superior performance compared to other large language models.Frontiers in medicine · 2026Article
- Proposed treatment options for combined nevi: report of two cases using combination therapy involving surgical excision and laser therapy.Lasers in medical science · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
10 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
PubMed holds no abstract for this paper.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.