Bogdan Ionescu

Bogdan Ionescu is a prominent researcher in multimedia AI with extensive contributions to medical imaging, disinformation combat, and synthetic data generation. He collaborates with institutions across Europe and the US, participating in initiatives like ImageCLEF and MAD workshops.

• Research Focus: Medical AI applications (EEG/histopathology analysis), deepfake detection, GAN-based data augmentation, and multimodal retrieval systems
• Technical Expertise: Vision Transformers, ensemble learning, spatio-temporal analysis, Romanian language processing

Recent Work highlights:

• 2025 special issue on realistic synthetic data
• 2024 deepfake detection frameworks
• 2023-2025 ImageCLEF medical image retrieval benchmarks

Scientific Leadership includes:

• Co-organizing MAD workshops (2022-2025)
• Contributing to MediaEval memorability tasks
• Developing evaluation frameworks for AI in healthcare