专题：Cutaneous Melanoma Detection and Management

This cluster of papers focuses on the diagnosis, treatment, and epidemiology of melanoma, a type of skin cancer. It covers topics such as dermatologist-level classification, genetic alterations, sentinel lymph node biopsy, immunotherapy, tumor staging, deep learning for melanoma recognition, and survival analysis. The papers also discuss the epidemiological trends and risk factors associated with melanoma.
最新文献
Improved prediction of MAPKi response duration in melanoma patients using genomic data and machine learning

article Full Text OpenAlex

Real-time skin cancer detection: Optimizing YOLOv8 with CLEO for enhanced performance

article Full Text OpenAlex

MelanoDB: A dataset of clinical and molecular features of patients with advanced melanoma treated with MAPK inhibitors

article Full Text OpenAlex

Spatially informed phenotyping by cyclic-in-situ-hybridisation identifies novel fibroblast populations and their pathogenic niches in systemic sclerosis

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UltraLight VM-UNet: Parallel Vision Mamba significantly reduces parameters for skin lesion segmentation

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ASO Visual Abstract: Validation of Invasive Area for Predicting Sentinel Node Status and Survival in Primary Cutaneous Melanoma

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ASO Visual Abstract: Association of Weight-Bearing Activity and Prognosis of Plantar Melanoma—An Unanticipated Perspective

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Retrieval Augmented Generation–Enabled Large Language Model for Risk Stratification of Cutaneous Squamous Cell Carcinoma

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Melanocytic clefting is associated with melanoma on LC‐OCT

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IoT-Driven Skin Cancer Detection: Active Learning and Hyperparameter Optimization for Enhanced Accuracy

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近5年高被引文献
Global Burden of Cutaneous Melanoma in 2020 and Projections to 2040

article Full Text OpenAlex 889 FWCI127.879

Classification of Skin Disease Using Deep Learning Neural Networks with MobileNet V2 and LSTM

article Full Text OpenAlex 586 FWCI52.07

Neoadjuvant–Adjuvant or Adjuvant-Only Pembrolizumab in Advanced Melanoma

article Full Text OpenAlex 557 FWCI137.697

Pembrolizumab versus placebo as adjuvant therapy in completely resected stage IIB or IIC melanoma (KEYNOTE-716): a randomised, double-blind, phase 3 trial

article Full Text OpenAlex 425 FWCI61.544

A patient-centric dataset of images and metadata for identifying melanomas using clinical context

article Full Text OpenAlex 395 FWCI36.236

Skin Cancer Detection: A Review Using Deep Learning Techniques

review Full Text OpenAlex 393 FWCI11.979

Epidemiology of Melanoma

review Full Text OpenAlex 381 FWCI16.278

FAT-Net: Feature adaptive transformers for automated skin lesion segmentation

article Full Text OpenAlex 377 FWCI32.074

Cutaneous melanoma

review Full Text OpenAlex 377 FWCI28.476

Pathological response and survival with neoadjuvant therapy in melanoma: a pooled analysis from the International Neoadjuvant Melanoma Consortium (INMC)

article Full Text OpenAlex 351 FWCI30.856