34 citations · 60 across the 15 of their papers we have counts for
3 papers · 1 filter
Interpretable Similarity of Synthetic Image Utility
Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis
Synthetic medical image data can unlock the potential of deep learning (DL)-based clinical decision support (CDS) systems through the creation of large scale, privacy-preserving, t…
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…
Leveraging Unlabeled Scans for NCCT Image Segmentation in Early Stroke Diagnosis: A Semi-Supervised GAN Approach
Maria Thoma, Michalis A. Savelonas, Dimitris K. Iakovidis
Ischemic stroke is a time-critical medical emergency where rapid diagnosis is essential for improving patient outcomes. Non-contrast computed tomography (NCCT) serves as the frontl…