Medical Device and Diagnostic Industry (MD+DI)

The AI Era: How Deep Learning is Overcoming Data Scarcity in Medical Imaging

AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...
IEEE

Emotion-Aware Access Control using Mask-Resilient Facial Analysis with Hybrid CNN-Transformer Architecture

Abstract: Traditional access control systems rely solely on identity verification, overlooking the emotional state of individuals attempting entry. In high-security or emotionally sensitive ...