When Kids Radiate: Low-Resolution Thermography for Total Energy Expenditure Estimation in Pediatric Patients - A Proof of Concept

Keyphrases

• Annotated Dataset 33%
• Clinical Adoption 33%
• Constrained Environment 33%
• Continuous Assessment 33%
• Deep Learning 33%
• Energy Expenditure 33%
• Energy Expenditure Estimation 100%
• Heat Transfer Computation 33%
• Image Quality 33%
• Invasive Procedures 33%
• Low-resolution Images 33%
• Mean Absolute Error 33%
• Metabolic Monitoring 66%
• Occlusion 33%
• Pediatric Care 33%
• Pediatric Intensive Care Unit 33%
• Pediatric Patients 100%
• Radiative Heat Transfer 33%
• Relevant Region 33%
• Segmentation Model 33%
• Thermography 100%
• Total Energy Expenditure 100%
• U-Net Segmentation 33%
• Visual Noise 33%
• Visual Occlusion 33%

Medicine and Dentistry

• Energy Expenditure 100%
• Image Quality 25%
• Intensive Care 25%
• Intensive Care Unit 25%
• Invasive Procedure 25%
• Pediatrics 25%
• Pediatrics Patient 100%
• Thermography 100%