Image Analysis for Moving Organ, Breast, and Thoracic Images - Lecture Notes in Computer Science
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scholarly journals 3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation

2018 ◽  
pp. 225-237 ◽  
Author(s):  
Karen López-Linares Román ◽  
Isaac de La Bruere ◽  
Jorge Onieva ◽  
Lasse Andresen ◽  
Jakob Qvortrup Holsting ◽  
...  
Keyword(s):  
Deep Learning ◽  
Pulmonary Artery ◽  
Data Augmentation ◽  
Realistic Data

scholarly journals Accurate Measurement of Airway Morphology on Chest CT Images

2018 ◽  
pp. 335-347 ◽  
Author(s):  
Pietro Nardelli ◽  
Mathias Buus Lanng ◽  
Cecilie Brochdorff Møller ◽  
Anne-Sofie Hendrup Andersen ◽  
Alex Skovsbo Jørgensen ◽  
...  
Keyword(s):  
Ct Images ◽  
Chest Ct ◽  
Airway Morphology

scholarly journals XeMRI to CT Lung Image Registration Enhanced with Personalized 4DCT-Derived Motion Model

2018 ◽  
pp. 260-271
Author(s):  
Adam Szmul ◽  
Tahreema Matin ◽  
Fergus V. Gleeson ◽  
Julia A. Schnabel ◽  
Vicente Grau ◽  
...  
Keyword(s):  
Image Registration ◽  
Motion Model

scholarly journals Diffeomorphic Lung Registration Using Deep CNNs and Reinforced Learning

2018 ◽  
pp. 284-294 ◽  
Author(s):  
Jorge Onieva Onieva ◽  
Berta Marti-Fuster ◽  
María Pedrero de la Puente ◽  
Raúl San José Estépar
Keyword(s):  
Reinforced Learning

scholarly journals On the Relevance of the Loss Function in the Agatston Score Regression from Non-ECG Gated CT Scans

2018 ◽  
pp. 326-334 ◽  
Author(s):  
Carlos Cano-Espinosa ◽  
Germán González ◽  
George R. Washko ◽  
Miguel Cazorla ◽  
Raúl San José Estépar
Keyword(s):  
Loss Function ◽  
Ct Scans ◽  
Agatston Score
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