Back to search

Article

A deep-learning workflow to predict upper tract urothelial cancer subtypes supporting the prioritization of patients for molecular testing

2023-06-22

Abstract excerpt

<h4>Background</h4> Urothelial carcinoma of the bladder (UBC) comprises several molecular subtypes, which are associated with different targetable therapeutic options. However, if and how these associations extend to the rare upper tract urothelial carcinoma (UTUC) remains unclear. <h4>Objective</h4> Identifying UTUC protein-based subtypes and developing a deep-learning (DL) workflow to predict these subtypes dire...

Topics

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

Identifiers and source

Literature Corpus work
af634211-234e-5024-ae5c-ff717a5f4fa8
DOI
10.1101/2023.06.14.23291350
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
A deep-learning workflow to predict upper tract urothelial cancer subtypes supporting the prioritization of patients for molecular testingDOI 10.1101/2023.06.14.23291350
Artificial Intelligence in Bladder Cancer: Current Applications, Challenges, and Future Perspectives Across Prevention, Diagnosis, Prediction, Treatment, and Supportive CareSemantic proximity
Artificial Intelligence Reveals Distinct Prognostic Subgroups of Muscle-Invasive Bladder Cancer on Histology ImagesSemantic proximity
[Histomolecular classification of urothelial carcinoma of the urinary bladder : From histological phenotype to genotype and back].Semantic proximity
Immunohistochemical assays for bladder cancer molecular subtyping: Optimizing parsimony and performance using Lund taxonomySemantic proximity
Immunohistochemical Assays for Bladder Cancer Molecular Subtyping: Optimizing Parsimony and Performance of Lund Taxonomy ClassifiersSemantic proximity
Artificial Intelligence-based Detection of FGFR3 Mutational Status Directly from Routine Histology in Bladder Cancer: A Possible Preselection for Molecular Testing?Semantic proximity
Predicting bladder cancer molecular subtypes linked to bacillus Calmette-Guerin response from histology images using deep learningSemantic proximity
Molecular Subtypes of Urothelial Bladder Cancer: Results from a Meta-cohort Analysis of 2411 Tumors.Semantic proximity
Deep Learning Bridges Histology and Transcriptomics to Predict Molecular Subtypes and Outcomes in Muscle-Invasive Bladder CancerSemantic proximity
Classifying bladder cancer subtypesSemantic proximity
Advances in Therapy for Urothelial and Non-Urothelial Subtype Histologies of Advanced Bladder Cancer: From Etiology to Current DevelopmentSemantic proximity
UTUC-PNet: A Multimodal Deep Learning Model with Feature Attribution for Postoperative Recurrence Risk PredictionSemantic proximity
Select a neighboring publication to make it the new centre.