Research graph
References from Evaluating LLMs in non-metastatic melanoma care: a comparative analysis. Local targets link to admitted publications; unresolved targets remain external evidence.
Global assessment of surface ultraviolet radiation and malignant skin melanoma incidence from 1990 to 2021
10.1038/s41598-025-23066-z · 2025 · External reference
A prospective population-based study, aiming to support decision-making in a follow-up programme for patients with cutaneous malignant melanoma, based on patterns of recurrence
10.1684/ejd.2016.2845 · 2016 · External reference
Sentinel lymph node biopsy and management of regional lymph nodes in melanoma: american society of clinical oncology and society of surgical oncology clinical practice guideline update
10.1200/jco.2017.75.7724 · 2018 · External reference
Debating sentinel lymph node biopsy for melanoma in the modern adjuvant era
10.1200/jco.23.00255 · 2023 · External reference
Rapidly evolving Pre- and post-surgical systemic treatment of melanoma
10.1007/s40257-024-00852-5 · 2024 · External reference
Real-world management of adjuvant systemic melanoma therapy: multi-center survey of 51 DeCOG skin cancer centers
10.1111/ddg.15963 · 2025 · External reference
Prognostic gene expression profiling in cutaneous melanoma: identifying the knowledge gaps and assessing the clinical benefit
10.1001/jamadermatol.2020.1729 · 2020 · External reference
Can large language models reason about medical questions?
10.1016/j.patter.2024.100943 · 2024 · External reference
Adapted large language models can outperform medical experts in clinical text summarization
10.1038/s41591-024-02855-5 · 2024 · External reference
A generalist medical language model for disease diagnosis assistance
10.1038/s41591-024-03416-6 · 2025 · External reference
Do large language model chatbots perform better than established patient information resources in answering patient questions? A comparative study on melanoma
10.1093/bjd/ljae377 · 2025 · External reference
Medprompteval: a comprehensive framework for systematic evaluation of clinical question answering systems
10.3233/shti251540 · 2025 · External reference
Assessment of large language models (LLMs) in decision-making support for gynecologic oncology
10.1016/j.csbj.2024.10.050 · 2024 · External reference
Blinded evaluation of GPT-4 and physician responses to patient inquiries across multiple specialties
10.1177/20552076251390001 · 2025 · External reference
AJCC 8th Edition (2017) versus AJCC 7th edition (2010) in thin melanoma staging
10.4149/neo_2018_170701n452 · 2018 · External reference
Reproducibility of AJCC staging parameters in primary cutaneous melanoma: an analysis of 4,924 cases
10.1245/s10434-013-3092-5 · 2013 · External reference
Toward expert-level medical question answering with large language models
10.1038/s41591-024-03423-7 · 2025 · External reference
Inefficacy of F-18 fluorodeoxy-D-glucose-positron emission tomography scans for initial evaluation in early-stage cutaneous melanoma
10.1002/cncr.21189 · 2005 · External reference
Foundation models for generalist medical artificial intelligence
10.1038/s41586-023-05881-4 · 2023 · External reference
Distant metastasis-free survival with adjuvant pembrolizumab for resected stage IIB or IIC melanoma
10.1016/s1470-2045(22)00703-3 · 2023 · External reference
Performance of a prognostic 31-gene expression profile in an independent cohort of 523 cutaneous melanoma patients
10.1186/s12885-018-4016-3 · 2018 · External reference
EvoMDT: a self-evolving multi-agent system for structured clinical decision-making in multi-cancer
10.1038/s41746-025-02304-8 · 2026 · External reference
Relatlimab and nivolumab versus nivolumab in untreated advanced melanoma
10.1056/nejmoa2109970 · 2022 · External reference
1 Versus 2-cm excision margins for pT2-pT4 primary cutaneous melanoma (MelMarT): a feasibility study
10.1245/s10434-018-6470-1 · 2018 · External reference
Generative AI: foundational models. Natural language processing (NLP) and LARGE language models (LLM)
10.1016/j.rce.2025.502413 · 2026 · External reference
Reconsidering the surgical approach in cutaneous melanoma: does wide local excision after a complete diagnostic excision reduce the risk of recurrence?
10.1016/j.ejca.2025.115366 · 2025 · External reference
