... | ... | @@ -39,21 +39,6 @@ Contact: [Susanne Weis](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/D |
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Data: Neuroimaging (fMRI, T1), human behaviour, sex differences<br>
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Methods: Classification and Regression (RF, SVM)
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* **[Helmholtz Analytics Framework](http://www.helmholtz-analytics.de/)** (at JSC, INM-1, INM-6, IEK-8, ICS-6, IBG-3)<br>
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Contact: [Björn Hagemeier](http://www.fz-juelich.de/SharedDocs/Personen/IAS/JSC/EN/staff/hagemeier_b.html?nn=2191370), b.hagemeier@fz-juelich.de<br>
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Data: various<br>
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Methods: generic methods at big scale, parallelized and targeted at JSC's HPC systems<br>
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Domains and use cases:
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* Earth System Modelling:
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* Terrestrial Monitoring and Forecasting (IBG-3)
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* Cloud and Solar Power Prediction (IEK-8)
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* Structural Biology: Hybrid Data Analysis and Integration for Structural Biology (JSC, ICS-6)
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* Neuroscience:
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* High-Throughput Image-Base Cohort Phenotyping (INM-1)
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* Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6)
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* **[Simulation Laboratory Neuroscience](http://www.fz-juelich.de/ias/jsc/EN/Expertise/SimLab/slns/research/research_node.html)** at JSC<br>
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Contact: [Kai Krajsek](https://www.fz-juelich.de/SharedDocs/Personen/IAS/JSC/EN/staff/krajsek_k.html), k.krajsek@fz-juelich.de<br>
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Supervised and Unsupervised Learning, Medical Image Analysis (e.g. Segmentation, Registration, Orientation
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... | ... | @@ -74,6 +59,22 @@ Contact: [Christian Sachs](https://fz-juelich.de/SharedDocs/Personen/IBG/IBG-1/E |
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Data: Image data (microscope time-lapse stacks of microfluidic experiments; bacteria, algae, yeast)<br>
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Methods: convolutional neural network (CNN) based pixel-precise multi-instance segmentation (via U-Nets)<br>
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* **[Quantitative Image Analysis](http://www.fz-juelich.de/ibg/ibg-2/EN/Research/ResearchGroups/enabling_technologies/Technologies/Image_Processing/Image_Processing_node.html)** at IBG-2<br>
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Contact: [Hanno Scharr](http://www.fz-juelich.de/ibg/ibg-2/EN/Staff/Enabling%20Technologies/Scharr_Hanno/Scharr.html?nn=548290), h.scharr@fz-juelich.de<br>
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image processing and computer vision for plant phenotyping, multi-instance segmentation, parameter estimation, statistical modeling, Gibbs Sampling, MCMC
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* **[Helmholtz Analytics Framework](http://www.helmholtz-analytics.de/)** (at JSC, INM-1, INM-6, IEK-8, ICS-6, IBG-3)<br>
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Contact: [Björn Hagemeier](http://www.fz-juelich.de/SharedDocs/Personen/IAS/JSC/EN/staff/hagemeier_b.html?nn=2191370), b.hagemeier@fz-juelich.de<br>
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Data: various<br>
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Methods: generic methods at big scale, parallelized and targeted at JSC's HPC systems<br>
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Domains and use cases:
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* Earth System Modelling:
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* Terrestrial Monitoring and Forecasting (IBG-3)
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* Cloud and Solar Power Prediction (IEK-8)
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* Structural Biology: Hybrid Data Analysis and Integration for Structural Biology (JSC, ICS-6)
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* Neuroscience:
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* High-Throughput Image-Base Cohort Phenotyping (INM-1)
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* Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6)
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# Work in progress
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... | ... | |