2 papers
cs.CY2026
Secure On-Premise Deployment of Open-Weights Large Language Models in Radiology: An Isolation-First Architecture with Prospective Pilot Evaluation
Sebastian Nowak, Jann-Frederick LaÃ, Narine Mesropyan +8
Purpose: To design, implement, evaluate, and report on the regulatory requirements of a self-hosted LLM infrastructure for radiology adhering to the principle of least privilege, e…
cs.CV2024
Informed Deep Abstaining Classifier: Investigating noise-robust training for diagnostic decision support systems
Helen Schneider, Sebastian Nowak, Aditya Parikh +6
Image-based diagnostic decision support systems (DDSS) utilizing deep learning have the potential to optimize clinical workflows. However, developing DDSS requires extensive datase…