2 papers
cs.LG2025
Boundary-Aware Adversarial Filtering for Reliable Diagnosis under Extreme Class Imbalance
Yanxuan Yu, Michael S. Hughes, Julien Lee +2
We study classification under extreme class imbalance where recall and calibration are both critical, for example in medical diagnosis scenarios. We propose AF-SMOTE, a mathematica…
eess.IV2024
Unsupervised Airway Tree Clustering with Deep Learning: The Multi-Ethnic Study of Atherosclerosis (MESA) Lung Study
Sneha N. Naik, Elsa D. Angelini, R. Graham Barr +10
High-resolution full lung CT scans now enable the detailed segmentation of airway trees up to the 6th branching generation. The airway binary masks display very complex tree struct…