Interpretable multimodal classification for age-related macular degeneration diagnosis

Keyphrases

• Medical Image Analysis 100%
• Multimodal Classification 100%
• Age-related Macular Degeneration 100%
• Machine Learning 50%
• Optical Coherence Tomography 50%
• Black Box 50%
• Classification Model 50%
• Screening Test 50%
• Explainable Artificial Intelligence 50%
• Medical Doctors 50%
• Retinal Damage 50%
• Ophthalmology 50%
• Retinal Layers 50%
• Interpretive Approach 50%
• XAI Models 50%
• Test-based 50%
• Image Source 50%
• Multimodal Deep Learning Model 50%
• Gradient-weighted Class Activation Mapping (Grad-CAM) 50%
• Learning Fields 50%
• Infrared Reflectance Imaging 50%
• AI Systems 50%
• Guided Grad-CAM 50%

Medicine and Dentistry

• Artificial Intelligence 100%
• Age Related Macular Degeneration 100%
• Image Analysis (Medical Imaging) 100%
• Optical Coherence Tomography 50%
• Screening Test 50%
• Deep Learning Model 50%
• Retina Injury 50%
• Ophthalmology 50%

Social Sciences

• Explainable Artificial Intelligence 100%
• XAI 66%
• Computer Aided Manufacturing 66%
• Medical image analysis 66%
• Artificial Intelligence 33%
• Learning System 33%
• Machine Learning 33%
• Deep Learning Method 33%
• Ophthalmology 33%
• Tomography 33%