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USF Multimodal Pain Dataset
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Classroom Contents
Advancing Healthcare of Vulnerable Populations Through AI and Wearable Devices
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- 1 Intro
- 2 Outline
- 3 Vulnerable Population
- 4 Multidisciplinary Collaboration
- 5 Clinical Problem - Current Practice
- 6 AI-based Neonatal Pain Assessment
- 7 USF Multimodal Pain Dataset
- 8 Generative & Multimodal Approach
- 9 Experimental Results
- 10 Summary & Ongoing Work
- 11 Predictors of SCD Progression
- 12 Automated Predictor Quantification
- 13 Automated Imaging Predictor Quantification
- 14 Real-time Temporal Analysis
- 15 Explainability
- 16 Datasets for EchoQuan Development
- 17 Results: EchoQuan vs. Expert
- 18 Automated Clinical Data
- 19 Dataset for SCD Risk Stratification
- 20 Big Potential, Big Challenges
