DeepStroke: An efficient stroke screening framework for emergency rooms with multimodal adversarial deep learning

Keyphrases

• Emergency Room 100%
• Stroke Triage 100%
• Adversarial Deep Learning 100%
• Stroke Screening 100%
• Screening Framework 100%
• Audio-Video 66%
• Audio Data 66%
• Clinical Translation 33%
• Clinical Test 33%
• High Sensitivity 33%
• High-level Features 33%
• Computer-aided 33%
• High Cost 33%
• Incoordination 33%
• Triage 33%
• Video Data 33%
• Speech Disorders 33%
• Facial Paralysis 33%
• Modal 33%
• Lateral Lumbar Interbody Fusion 33%
• Facial muscles 33%
• Emergency Patients 33%
• Acute Setting 33%
• Common Challenges 33%
• Discriminative Features 33%
• State-of-the-art Models 33%
• Deep Learning Framework 33%
• Transfer Learning 33%
• Multimodal Deep Learning 33%
• Joint Training 33%
• Recognizing Patterns 33%
• Face Attributes 33%
• Adversarial Training 33%
• Misdiagnosis Rate 33%
• Facial Video 33%
• Disorder Analysis 33%

Computer Science

• Regularization 100%
• Generalizability 100%
• Learning Framework 100%
• Discriminative Feature 100%
• Deep Learning Method 100%
• Transfer Learning 100%
• Multimodal Deep Learning 100%
• Adversarial Machine Learning 100%

Medicine and Dentistry

• Apoplexy 100%
• Triage 57%
• Magnetic Resonance Imaging 28%
• Health Care Cost 14%
• Diagnostic Error 14%
• Facial Nerve Paralysis 14%
• Facial Muscle 14%
• Transfer of Learning 14%
• Speech Disorder 14%