Article

A hybrid computer vision model to predict lung cancer in diverse populations

2024-10-07

Abstract excerpt

<h4>ABSTRACT</h4> <h4>PURPOSE</h4> Disparities of lung cancer incidence exist in Black populations and screening criteria underserve Black populations due to disparately elevated risk in the screening eligible population. Prediction models that integrate clinical and imaging-based features to individualize lung cancer risk is a potential means to mitigate these disparities. <h4>PATIENTS AND METHODS</h4> This Mu...

Topics

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

Identifiers and source

Literature Corpus work: 1fcb6393-20d9-5134-86f2-4ef47c2a88ec
DOI: 10.1101/2024.10.07.24315011

Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest

A hybrid computer vision model to predict lung cancer in diverse populationsDOI 10.1101/2024.10.07.24315011Read

AI-Driven Computational Models for Lung Cancer Diagnosis: A Systematic Review and Meta-AnalysisSemantic proximity Read

Leveraging Deep Learning of Chest Radiograph Images to Identify Individuals at High Risk for Chronic Obstructive Pulmonary DiseaseSemantic proximity Read

AI-Based Computational Pathology for Precision Lung Cancer Management: A Systematic Review and Meta-Analysis of Diagnostics and Prognostic AlgorithmsSemantic proximity Read

Multi-center Validation of Pulmonary Nodule Classification Model for Lung Cancer ScreeningSemantic proximity Read

Comparing Modelling Architectures in the context of EGFR Status Classification in Non Small Cell Lung CancerSemantic proximity Read

Algorithmic encoding of protected characteristics in chest X-ray disease detection modelsSemantic proximity Read

Lung Cancer Prediction Using Machine Learning on Structured Clinical Data: A Systematic Review of Diagnosis, Risk, and Survival ModelsSemantic proximity Read

Developing Digital Twin Modelling for Lung Cancer Management Powered by Deep Learning-based Survival Analysis, Risk Stratification and Decision Support RecommendationsSemantic proximity Read

CT-Based Deep Foundation Model for Predicting Immune Checkpoint Inhibitor-Induced Pneumonitis Risk in Lung CancerSemantic proximity Read

Light Convolutional Neural Network to Detect Chronic Obstructive Pulmonary Disease (COPDxNet): A Multicenter Model Development and External Validation StudySemantic proximity Read

Early detection of non-small cell lung cancer using electronic health record dataSemantic proximity Read

Advancing Lung Cancer Classification through Machine Learning: A Comprehensive Comparative Analysis of Model PerformanceSemantic proximity Read