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offers:diplomthemen [2019/10/18 08:20]
petra [Laufende Masterarbeiten]
offers:diplomthemen [2020/05/18 09:51] (current)
petra [Laufende Masterarbeiten]
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 ====== Masterthemen in Magdeburg ====== ====== Masterthemen in Magdeburg ======
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 +^ Master Thesis: Mesh generation with machine learning^^
 +|  {{:offers:hiwi_jobs:ShrinkingTube.png? 120}} | Task: Extension of Shrinkingtubemesh-generation (as illustrated below) with machine learning. The current version was written in matlab and is only suitable for cylinder-like structures, for example vessels. The program should be adjusted to fit a wider variation of shapes.  <html><br></html>  Subtasks: The task can be solved in two ways: using classical machine learning or with deep learning.<html><br></html> - Option 1: Maschine Learning <html><br></htm> - including development of a range of suitable startshapes, definition of point  cloud features for machine learning, generation of a Testdatabase, usage of Machine Learning to predict a suitable startshape and shrinkingtubemesh-algorithm parameter for a given pointcloud .<html><br></html> - Option 2: Deep Learning: Generate startshapes (simple, roughly the pointcloud describing meshes) using deep learning (for example using a pointcloud to mesh approach like AtlasNet); use these startshapes for the shrinkingtubemesh generation and compare to other mesh generation approaches .<html><br></html> Requirements:  Knowledge of Python (Pytorch) and Matlab; Experience in Machine Learning/Deep Learning <html><br></html> We expect high-qualified students interested in this project (hiwi job / student assistant or team projects, bachelor or master thesis). Please send your application! | 
 +|**Contact** | [[sylvia@isg.cs.uni-magdeburg.de|Dr. Sylvia Saalfeld]] and [[Annika.niemann@ovgu.de|Annika Niemann]]|
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 +^ Bachelor-/Master-Thesis: DL Segmentation of Meningiomas^^  
 +|  {{:offers:hiwi_jobs:brainhiwi.png? 120}} | We need you for our brain tumor segmentation project!  <html><br></html>We want to support our clinical cooperation partners from the University Hospital in Magdeburg. You will work with real medical data sets and you should develop a Deep Learning-based solution.<html><br></html> Advantages: we have a Deep Learning server for remote work and the clinicians already provide sufficient ground truth data, so the data augmentation will be possible in feasible time. <html><br></html> We expect high-qualified students interested in this project (hiwi job / student assistant or team projects, bachelor or master thesis). Please send your application! | 
 +|**Contact** | [[sylvia@isg.cs.uni-magdeburg.de|Dr. Sylvia Saalfeld]] and [[hille@isg.cs.uni-magdeburg.de|Georg Hille]]|
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 ====== Laufende Masterarbeiten ====== ====== Laufende Masterarbeiten ======
 ^Name, Vorname^Titel der Arbeit ^Institut/Firma^Betreuer^ ^Name, Vorname^Titel der Arbeit ^Institut/Firma^Betreuer^
-|Grabe, Elke|Einsatz eines Augmented Reality Verfahrens für Instandhaltungsprozesse am Beispiel Bahnübergang|Universität Magdeburg / Siemens Mobility GmbH|<html></html> Bernhard<html>&nbsp;</html>Preim <html><br>Marc Burkhardt</html> | 
 |Masilamani, Jayashri|Mesh Segmentation of Aneurysms using Geometric Deep Learning|Universität Magdeburg / Siemens Mobility GmbH|<html></html> Sylvia<html>&nbsp;</html>Saalfeld<html><br>Bernhard Preim</html><html><br>Georg Rose</html> | |Masilamani, Jayashri|Mesh Segmentation of Aneurysms using Geometric Deep Learning|Universität Magdeburg / Siemens Mobility GmbH|<html></html> Sylvia<html>&nbsp;</html>Saalfeld<html><br>Bernhard Preim</html><html><br>Georg Rose</html> |
 +|Kloss, Jonathan|6D Pose Estimation of Surgical Instruments in Laparoscopic Training|Universität Magdeburg |<html></html> Sandy Engelhardt<html><br>Bernhard Preim</html><html><br></html> |
 +|Pleuß-Engelhardt|Visualisierung hämodinamischer 4D PC-MRI Features der Aorta in komparativen und normalisierten Darstellungsform|Universität Magdeburg |<html></html> Bernhard Preim<html><br></html> |
 +|Schlieferecke, Enno|Synthetic Incoherent S-Band Radar Imaging for Maritime Navigation|Universität Magdeburg |<html></html> Bernhard Preim<html><br></html> |
 +|Qarri, Kristjan|A Novel Training System for Tracked Ultrasound Catheters Used in Interventional Cardiology|Universität Magdeburg |<html></html> Bernhard Preim<html><br></html> Sandy Engelhardt|
 ====== Laufende Bachelorarbeiten ====== ====== Laufende Bachelorarbeiten ======
 ^Name, Vorname^Titel der Arbeit ^Institut/Firma^Betreuer^ ^Name, Vorname^Titel der Arbeit ^Institut/Firma^Betreuer^
-|HollenbachLenia|Analyse und Verbesserung des UX-Designs einer Software für die Planung einer nadelbasierten Ablation|Universität Magdeburg|<html></html> Bernhard<html>;&nbsp;</html>Preim <html><br>Christian Hansen</html> +|MozheikoOlja|Blood Vessel Tracking|Universität Magdeburg |<html></html> Gabriel Mistelbauer<html><br></html> Christian Rössl<html><br></html> Bernhard Preim<html><br></html> | 
-|Albrecht, Aylin|Learning Hand Anatomy with "Sense of Embodiment"|Universität Magdeburg|<html></html> Bernhard<html>&nbsp;</html>Preim <html><br>Christian Hansen</html> |+