3 papers
cs.CV2026
From Reconstruction to Interpretation: Zero-Setup Multi-Phase Segmentation of X-ray Tomography Data
Pradyumna Elavarthi, Arun J. Bhattacharjee, Harrison Lisabeth +4
X-ray tomography enables nondestructive characterization of material microstructures, while advances in micro-CT imaging have accelerated volumetric data acquisition and reconstruc…
cs.LG2024
Using fractal dimension to predict the risk of intra cranial aneurysm rupture with machine learning
Pradyumna Elavarthi, Anca Ralescu, Mark D. Johnson +1
Intracranial aneurysms (IAs) that rupture result in significant morbidity and mortality. While traditional risk models such as the PHASES score are useful in clinical decision maki…
cs.CR2024
kNN Classification of Malware Data Dependency Graph Features
John Musgrave, Anca Ralescu
Explainability in classification results are dependent upon the features used for classification. Data dependency graph features representing data movement are directly correlated…