4 papers
Eigenvector-Based Sensitivity Analysis of Contact Patterns in Epidemic Modeling
Evans Kiptoo Korir, Zsolt Vizi
Understanding how age-specific social contact patterns and susceptibility influence infectious disease transmission is crucial for accurate epidemic modeling. This study presents a…
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index
Szuzina Fazekas, Bettina Katalin Budai, Viktor Bérczi +2
Background: In the field of radiology and radiotherapy, accurate delineation of tissues and organs plays a crucial role in both diagnostics and therapeutics. While the gold standar…
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
Heegyu Kim, Taeyang Jeon, Seungtaek Choi +12
Materials synthesis is vital for innovations such as energy storage, catalysis, electronics, and biomedical devices. Yet, the process relies heavily on empirical, trial-and-error m…
Age Group Sensitivity Analysis of Epidemic Models: Investigating the Impact of Contact Matrix Structure
Zsolt Vizi, Evans Kiptoo Korir, Norbert Bogya +3
Understanding the role of different age groups in disease transmission is crucial for designing effective intervention strategies. A key parameter in age-structured epidemic models…