Published May 23, 2023 | Version v1
Dataset Open

Trained CNN for analysis of melanoma whole slide images to automatically assess the infiltration of TILs

Authors/Creators

  • 1. Institute of Clinical Physiology, National Research Council, Pisa, Italy

Description

The file is the trained convolutional neural network (CNN) developed in "Ugolini F et al.Tumor infiltrating lymphocytes recognition in primary melanoma by deep learning convolutional neural network" submitted to American Journal of Pathology (2023). The CNN is based on a a pre-trained Inception-ResNet-v2 to automatically to recognize areas in the tumor region containing TILs and area without TILs in histopathological digitalized slides of primary melanoma. The file is in a Matlab format (.mat).

Files

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