Article

Deep learning-based predictions of clear and eosinophilic phenotypes in clear cell renal cell carcinoma

2022-07-25

Abstract excerpt

We have recently shown that histological phenotypes focusing on clear and eosinophilic cytoplasm in clear cell renal cell carcinoma (ccRCC) correlated with prognosis and the response to angiogenesis inhibition and checkpoint blockade. This present study aims to develop an artificial intelligence (AI) model for predicting clear or eosinophilic phenotypes in ccRCC using the TCGA-KIRC dataset and to demonstrate if th...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work: 5bd654cc-3d00-5e04-b4a3-d67b4b0b2468
DOI: 10.21203/rs.3.rs-1865548/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Deep learning-based predictions of clear and eosinophilic phenotypes in clear cell renal cell carcinomaDOI 10.21203/rs.3.rs-1865548/v1Read

Deep learning-based predictions of clear and eosinophilic phenotypes in clear cell renal cell carcinoma.Semantic proximity Read

A Visually Interpretable Histopathology-Based Immune Model Predicts T-effector Biology and Response to Immune checkpoint inhibition in Clear Cell Renal Cell Carcinoma Clinical Trial and Contemporary Real-World DatasetsSemantic proximity Read

Integrative Analysis of Histopathological Images and Genomic Data Predicts Clear Cell Renal Cell Carcinoma PrognosisSemantic proximity Read

A Deep learning approach for Pan-Renal Cell Carcinoma classification and survival prediction from histopathology imagesSemantic proximity Read

Integrative Analysis of Histological Textures and Lymphocyte Infiltration in Renal Cell Carcinoma using Deep LearningSemantic proximity Read

Features of increased malignancy in eosinophilic clear cell renal cell carcinoma.Semantic proximity Read

CT-based Deep Learning for Preoperative Prediction of Pathological Grading of Renal Clear Cell CarcinomaSemantic proximity Read

Recognizing the Continuous Nature of Expression Heterogeneity and Clinical Outcomes in Clear Cell Renal Cell CarcinomaSemantic proximity Read

Subtyping atypical eosinophilic renal cell tumours through integrated morphological, immunohistochemical, and mutational characters.Semantic proximity Read

Identification and validation of immunotypes for clear cell RCC prognosisSemantic proximity Read

Pathological Features and Immunohistochemical Characteristics of Clear Cell (Glycogen-Rich) Urothelial Carcinoma: A Case Report and Systematic Review of the LiteratureSemantic proximity Read

Integrating multi-platform genomic datasets for kidney renal clear cell carcinoma subtyping using stacked denoising autoencoders.Semantic proximity Read