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Artificially-generated Consolidations and Balanced Augmentation increase Performance of U-Net for Lung Parenchyma Segmentation on MR Images

Author:Cristian Crisosto  Andreas Voskrebenzev  Marcel Gutberlet  Filip Klimeš  Till Kaireit  Gesa Pöhler  Tawfik Alsady  Lea Behrendt  Robin Müller  Maximilian Zubke  Frank Wacker  Jens Vogel-Claussen  

Session Type:Digital Poster  

Session Date:Wednesday, 11 May 2022  

Topic:Module 29: Processing & Analysis  

Session Name:Imaging Processing & Analysis  

Program Number:1972  

Room Session:Exhibition Hall:S8 & S9  

Institution:Medical School Hannover  Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), Member of the German Centre for Lung Research (DZL), Hannover, Germany  

Deep Learning based MR reconstruction for accelerated 3D-PREFUL ventilation assessment of post-COVID-19 patients from undersampled MR-images

Author:Maximilian Zubke  Filip Klimeš  Andreas Voskrebenzev  Marcel Gutberlet  Agilo Kern  Robin Müller  Arnd Obert  Frank Wacker  Jens Vogel-Claussen  

Session Type:Digital Poster  

Session Date:Monday, 09 May 2022  

Topic:Module 14: Image Reconstruction  

Session Name:Deep Learning Image Reconstruction II  

Program Number:0946  

Room Session:Exhibition Hall:S8 & S9  

Institution:Hannover Medical School  Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center for Lung Research (DZL)  

Feasibility of phase resolved functional lung imaging (PREFUL) with ultrashort echo time sequence (PUTE)

Author:Lea Behrendt  Marcel Gutberlet  Andreas Voskrebenzev  Filip Klimeš  Arnd Obert  Agilo Kern  Frank Wacker  Jens Vogel-Claussen  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 3: Gastrointestinal & Lungs  

Session Name:Pulmonary Imaging I: Methods  

Program Number:1402  

Room Session:Exhibition Hall:S8 & S9  

Institution:Hannover Medical School  German Center for Lung Research (DZL)  

Influence of group-oriented registration on functional ventilation parameters derived by 3D phase-resolved functional lung ventilation MRI

Author:Filip Klimeš  Andreas Voskrebenzev  Marcel Gutberlet  Cristian Crisosto  Robert Grimm  Frank Wacker  Jens Vogel-Claussen  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 3: Gastrointestinal & Lungs  

Session Name:Pulmonary Imaging I: Methods  

Program Number:1401  

Room Session:Exhibition Hall:S8 & S9  

Institution:Hannover Medical School  Siemens Healthcare GmbH  Member of the German Centre for Lung Research (DZL)  

PREFUL-MRI evaluation of dynamic hyperinflation induced by metronome-paced tachypnea in COPD patients

Author:Robin Müller  Filip Klimeš  Andreas Voskrebenzev  Lea Behrendt  Till Kaireit  Cristian Crisosto  Maximilian Zubke  Martin Prince  Christopher Cooper  R. Barr  Jens Hohlfeld  Jens Vogel-Claussen  

Session Type:Digital Poster  

Session Date:Tuesday, 10 May 2022  

Topic:Module 3: Gastrointestinal & Lungs  

Session Name:Pulmonary Imaging II: Applications  

Program Number:1483  

Room Session:Exhibition Hall:S8 & S9  

Institution:David Geffen School of Medicine, UCLA  Hannover Medical School  New York-Presbyterian/Columbia University Irving Medical Center  Weill Cornell Medical College  Biomedical Research in Endstage and Obstructive Lung Disease Hannover (BREATH), German Center f