Direct Gene Expression Profile Prediction for Uveal Melanoma from Digital Cytopathology Images via Deep Learning and Salient Image Region Identification-Reference-Cited by-同舟云学术

Direct Gene Expression Profile Prediction for Uveal Melanoma from Digital Cytopathology Images via Deep Learning and Salient Image Region Identification

Published:2023-03 Issue:1 Volume:3 Page:100240
ISSN:2666-9145
Container-title:Ophthalmology Science
language:en
Short-container-title:Ophthalmology Science

Author:

Liu T. Y. Alvin^ORCID,Chen Haomin,Gomez Catalina,Correa Zelia M.^ORCID,Unberath Mathias

Publisher

Elsevier BV

Subject

General Materials Science

Reference18 articles.

1. Automated classification of lung cancer types from cytological images using deep convolutional neural networks;Teramoto;Biomed Res Int,2017

2. Uveal melanoma: trends in incidence, treatment, and survival;Singh;Ophthalmology,2011

3. Gene expression profiling in uveal melanoma reveals two molecular classes and predicts metastatic death;Onken;Cancer Res,2004

4. Collaborative Ocular Oncology Group report number 1: prospective validation of a multi-gene prognostic assay in uveal melanoma;Onken;Ophthalmology,2012

5. Joint analysis of expression levels and histological images identifies genes associated with tissue morphology;Ash;Nat Commun,2021

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