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 and unpredictably. Accurate diagnosis relies on dermoscopy and, increasingly, deep learning systems trained to match or exceed dermatologist performance in distinguishing malignant lesions from benign ones, while sentinel lymph node biopsy and molecular profiling of genetic alterations help clinicians stage tumors and tailor treatment. Immunotherapy has substantially improved survival for patients with advanced disease, yet durable responses remain inconsistent, and researchers are actively working to understand which tumor and patient characteristics predict who will benefit. Identifying those predictive markers, refining staging criteria, and integrating computational tools into routine clinical workflows represent some of the most active open questions in the field.
- Works
- 104,643
- Total citations
- 1,277,943
- 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↗ 14,064OA
- Tumor Angiogenesis: Therapeutic Implications↗ 10,159
- Improved Survival with Vemurafenib in Melanoma with BRAF V600E Mutation↗ 7,719OA
- Pembrolizumab versus Ipilimumab in Advanced Melanoma↗ 5,895OA
- Overall Survival with Combined Nivolumab and Ipilimumab in Advanced Melanoma↗ 5,417OA
- Nivolumab in Previously Untreated Melanoma without <i>BRAF</i> Mutation↗ 5,372OA
- Final Version of 2009 AJCC Melanoma Staging and Classification↗ 4,585OA
- Ipilimumab plus Dacarbazine for Previously Untreated Metastatic Melanoma↗ 4,477OA
- Technical Details of Intraoperative Lymphatic Mapping for Early Stage Melanoma↗ 4,415
- Inhibition of Mutated, Activated BRAF in Metastatic Melanoma↗ 3,553
- Safety and Tumor Responses with Lambrolizumab (Anti–PD-1) in Melanoma↗ 3,408OA
- The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions↗ 3,285OA
Active researchers
Top authors in this area, ranked by h-index.