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Exploring advanced multimodal fusion techniques like attention mechanisms and transformers for creating unified representations from diverse healthcare data modalities
Multimodal fusion means AI models combine data from different sources or “modalities.” Modalities in healthcare include: Textual data: Clinical notes, lab results, patient histories Medical images: X-rays, MRIs, CT scans Audio data: Voice recordings, patient interviews, cough sounds Sensor data: Vital signs, wearable device outputs, telemetry By joining these different data types, healthcare AI can […]...
21 Jan 2026