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offers:hiwi_jobs [2019/12/19 13:08]
glasser [Hiwistellen]
offers:hiwi_jobs [2019/12/19 13:27] (current)
glasser [Hiwistellen]
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 ====== Hiwistellen ====== ====== Hiwistellen ======
  
-^Ausschreibung Studentische Hilfskraft^^ +|< 100% 120px - - >| 
 +Student Assistant: 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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 +^Student Assistant / Hiwi^^ 
 |  {{: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! |  |  {{: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]]| |**Contact** | [[sylvia@isg.cs.uni-magdeburg.de|Dr. Sylvia Saalfeld]] and [[hille@isg.cs.uni-magdeburg.de|Georg Hille]]|