Author

Junaid Qadir

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#artificial intelligence Review Feb 2025

Open Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescription

A comprehensive survey and a taxonomy of state-of-the-art open LLMs and AIFMs for clinical tasks and a subjective evaluation of LLM-driven personalized prescriptions are provided, highlighting the importance of responsible and transparent deployment in healthcare contexts.

Mahdi Alkaeed, Sofiat Abioye, Adnan Qayyum et al. · arXiv.org · 7 citations · ⚡1

Keep It Frozen: Domain-Routed Conditional Residual Modulation for Multi-Domain Vision Transformers

DCRM-ViT is proposed, a domain-conditioned residual modulation framework for Vision Transformers that preserves general-vision knowledge while adapting to diverse medical and natural domains and achieves strong cross-domain performance with low overhead.

Ufaq Khan, Umair Nawaz, Massimo Caputo et al. · 0 citations