89 citations · 144 across the 10 of their papers we have counts for
3 papers · 1 filter
Extraction of Airways with Probabilistic State-space Models and Bayesian Smoothing
Raghavendra Selvan, Jens Petersen, Jesper H. Pedersen +1
Segmenting tree structures is common in several image processing applications. In medical image analysis, reliable segmentations of airways, vessels, neurons and other tree structu…
Classification of COPD with Multiple Instance Learning
Veronika Cheplygina, Lauge Sørensen, David M. J. Tax +3
Chronic obstructive pulmonary disease (COPD) is a lung disease where early detection benefits the survival rate. COPD can be quantified by classifying patches of computed tomograph…
Transfer learning for multi-center classification of chronic obstructive pulmonary disease
Veronika Cheplygina, Isabel Pino Peña, Jesper Holst Pedersen +3
Chronic obstructive pulmonary disease (COPD) is a lung disease which can be quantified using chest computed tomography (CT) scans. Recent studies have shown that COPD can be automa…