2 papers
cs.CV2026
Multiscale Vector-Quantized Variational Autoencoder for Endoscopic Image Synthesis
Dimitrios E. Diamantis, Dimitris K. Iakovidis
Gastrointestinal (GI) imaging via Wireless Capsule Endoscopy (WCE) generates a large number of images requiring manual screening. Deep learning-based Clinical Decision Support (CDS…
cs.CV2025
Clinical Evaluation of Medical Image Synthesis: A Case Study in Wireless Capsule Endoscopy
Panagiota Gatoula, Dimitrios E. Diamantis, Anastasios Koulaouzidis +10
Synthetic Data Generation (SDG) based on Artificial Intelligence (AI) can transform the way clinical medicine is delivered by overcoming privacy barriers that currently render clin…