CheXMed: A multimodal learning algorithm for pneumonia detection in the elderly

Keyphrases

• Multimodal Learning 100%
• Learning Algorithm 100%
• Pneumonia 100%
• Pneumonia Detection 100%
• Recall Score 66%
• Accuracy Score 66%
• F1 Score 66%
• Precision Score 66%
• Precision-recall 66%
• Chest X-ray Images 66%
• Age Groups 33%
• Older Adults 33%
• Older People 33%
• Model Performance 33%
• Illness 33%
• Diagnostic Tool 33%
• Geriatric Patients 33%
• Detection Performance 33%
• Evaluation Metrics 33%
• Image Data 33%
• Artificial Intelligent 33%
• Clinical Notes 33%
• CheXNet 33%
• ResNet18 33%
• DenseNet121 33%
• Performance Disparities 33%
• Young Patients 33%
• Multimodal Model 33%

Medicine and Dentistry

• Chest X-Ray Images 100%
• Disease 50%
• Diagnosis 50%
• Population 50%
• Geriatrics 50%

Pharmacology, Toxicology and Pharmaceutical Science

• Disease 100%