Lung Topology Characteristics in patients with Chronic Obstructive Pulmonary Disease

Quantitative features that can currently be obtained from medical imaging do not provide a complete picture of Chronic Obstructive Pulmonary Disease (COPD). In this paper, we introduce a novel analytical tool based on persistent homology that extracts quantitative features from chest CT scans to des...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	Scientific reports 2018-03, Vol.8 (1), p.5341-12, Article 5341
Hauptverfasser:	Belchi, Francisco, Pirashvili, Mariam, Conway, Joy, Bennett, Michael, Djukanovic, Ratko, Brodzki, Jacek
Format:	Artikel
Sprache:	eng
Schlagworte:	639/705 692/308/2778 692/308/575 692/699/1785 Chronic obstructive pulmonary disease Computed tomography Homology Humanities and Social Sciences Lung diseases multidisciplinary Obstructive lung disease Patients Radiomics Respiration Science Science (multidisciplinary) Topology
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!