Cutaneous Melanoma Detection and Management
Cutaneous melanoma arises from pigment-producing cells in the skin and, while less common than other skin cancers, accounts for the large majority of skin cancer deaths because of its tendency to metastasize early. Accurate diagnosis has historically depended on expert visual inspection with dermoscopy, but deep learning systems trained on large image datasets are now approaching or matching dermatologist performance, raising practical questions about how to integrate these tools reliably into clinical workflows. Once melanoma spreads, sentinel lymph node biopsy helps map disease extent and guide treatment decisions, while advances in immunotherapy and targeted agents directed at specific genetic alterations — particularly in the BRAF pathway — have substantially improved survival for patients with advanced-stage disease. Active research continues to refine tumor staging criteria, identify biomarkers that predict treatment response, and understand the epidemiological drivers behind rising incidence rates across many populations.
- Works
- 101,575
- Total citations
- 1,255,646
- Keywords
- MelanomaDermoscopySkin CancerSentinel Lymph Node BiopsyGenetic AlterationsImmunotherapy
Top papers in Cutaneous Melanoma Detection and Management
Ordered by total citation count.
- Dermatologist-level classification of skin cancer with deep neural networks↗ 13,458OA
- Tumor Angiogenesis: Therapeutic Implications↗ 10,110
- Improved Survival with Vemurafenib in Melanoma with BRAF V600E Mutation↗ 7,670OA
- Pembrolizumab versus Ipilimumab in Advanced Melanoma↗ 5,806OA
- Overall Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma↗ 5,360OA
- Nivolumab in Previously Untreated Melanoma without <i>BRAF</i> Mutation↗ 5,328OA
- Final Version of 2009 AJCC Melanoma Staging and Classification↗ 4,558OA
- Ipilimumab plus Dacarbazine for Previously Untreated Metastatic Melanoma↗ 4,456OA
- Technical Details of Intraoperative Lymphatic Mapping for Early Stage Melanoma↗ 4,403
- Inhibition of Mutated, Activated BRAF in Metastatic Melanoma↗ 3,530
- Safety and Tumor Responses with Lambrolizumab (Anti–PD-1) in Melanoma↗ 3,390OA
- Genomic Classification of Cutaneous Melanoma↗ 3,217OA
Active researchers
Top authors in this area, ranked by h-index.