2 papers
physics.med-ph2026
OpenMRF: A Modular, Vendor-Neutral Open-Source Framework for Reproducible Magnetic Resonance Fingerprinting using Pulseq
Tom Griesler, Jannik Stebani, Sydney Kaplan +15
Purpose: Widespread adoption and methodological advancement of Magnetic Resonance Fingerprinting (MRF) are limited by the lack of unified, reproducible implementation frameworks an…
cs.LG2026
Ensemble Deep Learning Models for Early Detection of Meningitis in ICU: Multi-center Study
Han Ouyang, Ayush Singhal, Jesse Hamilton +1
The stacking ensemble combining RF, LightGBM, and DNN performed well on internal test sets, exhibiting an NPV greater than 99.9% even with substantial class imbalance. While perfor…