August 2018 in “Journal of The American Academy of Dermatology” Regular follow-up visits, especially with dermatologists, can lower death rates for melanoma patients, with socioeconomic factors also affecting outcomes.
September 2023 in “Journal of the American Academy of Dermatology” In this study, researchers found that Hispanic/Latino patients in the USA were diagnosed with melanoma at younger ages and at more advanced stages than non-Hispanic/Latino Whites, which contributed to lower melanoma-specific survival rates among Hispanics/Latinos.
April 2019 in “Journal of Investigative Dermatology” This study found that counties with more dermatologists per 100,000 residents had higher melanoma 5-year survival rates, while the density of heme/onc specialists did not significantly impact mortality rates.
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August 2018 in “Journal of The American Academy of Dermatology” Patients with melanoma who saw dermatologists and were from higher-income areas were more likely to have follow-up visits, which was linked to lower mortality.
June 2025 in “British Journal of Dermatology” This study found that an ML model incorporating factors like Breslow thickness and age improved cutaneous malignant melanoma prognosis predictions compared to TNM staging, with a C-index of 80% versus 66.6% for TNM alone, suggesting ML's potential for personalized prognostication.