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

Conditional Graph Autoencoder With Embedded Prior Knowledge for Wind Turbine Fault Diagnosis

Abstract: Accurate and interpretable fault diagnosis of wind turbines (WTs) is critical for ensuring reliable and efficient operation. However, existing model-driven and data-driven approaches often ...
IEEE

Pill-MSVAE: A Multi-Scale Variational Autoencoder Based on the Internet of Things for Accurate Automatic Drug Identification and Monitoring

Abstract: Pill recognition is critical for preventing medication misuse and ensuring patient safety, yet it remains challenging due to the growing number of pharmaceutical products and their highly ...
GitHub

CVAE-GAN Industrial Defect Generator

This repository hosts the official implementation and demonstration of an industrial surface defect synthesizer. This project is a core component of a Master's Thesis focused on enhancing data ...