Article

Breast Cancer Prediction Using Gated Attentive Multimodal Deep Learning

2022-10-19

Abstract excerpt

Women are prone to breast cancer, which is a major cause of death. One out of every eight women has a lifetime risk of developing this cancer. Early diagnosis of this disease is critical and enhances the success rate of cure. It is extremely important to determine which genes are associated with the disease. However, too many features make studies on gene data challenging. In this study, an attention-based multimo...

Topics

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

Identifiers and source

Literature Corpus work: c7d5a81a-f7ee-5be8-b02b-457bf9f369fe
DOI: 10.21203/rs.3.rs-2171988/v1

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

Breast Cancer Prediction Using Gated Attentive Multimodal Deep LearningDOI 10.21203/rs.3.rs-2171988/v1Read

Deep Learning Approaches for Detection of Breast Adenocarcinoma Causing Carcinogenic Mutations.Semantic proximity Read

Deep Learning approach for breast cancer discovery Via gene correlationSemantic proximity Read

An interpretable deep learning model for detecting BRCA pathogenic variants of breast cancer from hematoxylin and eosin-stained pathological images.Semantic proximity Read

Predicting molecular subtypes of breast cancer using pathological images by deep convolutional neural network from public datasetSemantic proximity Read

Deep learning generates custom-made logistic regression models for explaining how breast cancer subtypes are classifiedSemantic proximity Read

A multimodal stacked ensemble model for breast cancer prognosis prediction: a proposed CNN hyperparameter optimization using the Tug of War (TWO) algorithmSemantic proximity Read

An Improved Deep Learning Algorithm for Breast Cancer Survival Prediction Based on Multi-Omics DataSemantic proximity Read

An Improved Deep Learning Algorithm for Breast Cancer Survival Prediction Based on Multi-Omics DataSemantic proximity Read

Applying GAN-based data augmentation to improve transcriptome-based prognostication in breast cancerSemantic proximity Read

Deep Learning for Predicting Breast Cancer: A Systematic Review of Progress and Future DirectionsSemantic proximity Read

Development of Biologically Interpretable Multimodal Deep Learning Model for Cancer Prognosis PredictionSemantic proximity Read

A breast tumor detection method based on spatial attentionSemantic proximity Read