3 papers
eess.IV2026
MedSAM2-Anatomy: Training-Free Inference-Time Optimization for Musculoskeletal Segmentation
John Garcia Henao, Nicholas Bünger, Benedikt Herzog +11
High-resolution 3D segmentation of hip and shoulder anatomy from CT and MRI is essential for surgical planning, yet frozen segmentation models often fail under domain shift. CNN-ba…
cs.LG2026
SepsisAI Orchestrator: A Containerized and Scalable Platform for Deploying AI Models and Real-Time Monitoring in Early Sepsis Detection
Santiago Ospitia, John Sanabria, John Garcia-Henao
Despite strong predictive results in the clinical machine learning literature, the translation of these models into bedside use remains limited by systems-level barriers: heterogen…
eess.SY2025
A Modular Edge Device Network for Surgery Digitalization
Vincent Schorp, Frédéric Giraud, Gianluca Pargätzi +10
Future surgical care demands real-time, integrated data to drive informed decision-making and improve patient outcomes. The pressing need for seamless and efficient data capture in…