Tumor-Infiltrating Lymphocytes Maps from TCGA H&E Whole Slide Pathology Images

Tumor-Infiltrating Lymphocytes Maps from TCGA H&E Whole Slide Pathology Images

Mappings of tumor-infiltrating lymphocytes (TILs), based on H&E images from 13 TCGA tumor types are available here. These TIL maps are derived through computational staining, using a convolutional neural network trained to classify patches of images. In addition to the TIL Maps, the analysis cod...

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Hauptverfasser: Saltz, Joel, Gupta, Rajarsi, Hou, Le, Kurc, Tahsin, Singh, Pankaj, Nguyen, Vu, Samaras, Dimitris, Shroyer, Kenneth R., Zhao, Tianhao, Batiste, Rebecca, Van Arnam, John, Network, The Cancer Genome Atlas Research, Shmulevich, Ilya, Rao, Arvind U.K., Lazar, Alexander J., Sharma, Ashish, Thorsson, Vésteinn
Format: Dataset
Sprache:eng
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Zusammenfassung:Mappings of tumor-infiltrating lymphocytes (TILs), based on H&E images from 13 TCGA tumor types are available here. These TIL maps are derived through computational staining, using a convolutional neural network trained to classify patches of images. In addition to the TIL Maps, the analysis codes and the software used to extract TILs are also available.
DOI:10.7937/k9/tcia.2018.y75f9w1