Melanoma metastasis in lymph nodes

Melanoma Metastasis in Lymph Nodes Segmentation Model

This advanced model is specifically designed for the precise segmentation of melanoma metastases in lymph nodes from histopathological slides.

Features and Capabilities

Training Dataset:

The model was trained on a dataset comprising 370 whole slide images (WSIs) containing tumor regions, with segmentation masks meticulously created by professional dermatopathologists.

Performance Metrics:

Intersection over Union (IoU): 0.83
Accuracy: 0.93
Sensitivity: 0.90
Specificity: 0.98

Innovative Developments

Automatic Measurement and Calculation of the Largest Metastatic Deposit:

The model is equipped with the functionality to automatically measure and calculate the size of the largest metastatic deposit, which is a critical component for generating comprehensive pathology reports.

Technical Details

• Compatible with most modern web browsers and mobile devices.

• Optimal performance is achieved with at least 2GB of RAM and a stable internet connection.