2 papers
cs.AI2026
The Large Cancer Assistant (LCA): A Model-Agnostic Orchestration Framework for Scalable Clinical Decision Support in Oncology
Ghassen Marrakchi, Basarab Matei
- Objective: Multimodal deep learning models in oncology are currently limited by monolithic designs that rigidly couple data ingestion, clinical routing, and artificial intelligen…
cs.CV2026
Phase-Aware Wavelet-Based-Scattering Encoder-Decoder for Dense Predictions
Ghassen Marrakchi, Basarab Matei
Scattering transforms achieve Lipschitz stability and translation invariance, but dense prediction tasks require preserving spatial structure lost in global averaging. We propose P…