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Update ML&DL@FZJ
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Apr 23, 2019
by
Susanne Wenzel
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ML&DL@FZJ.md
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@@ -39,21 +39,6 @@ Contact: [Susanne Weis](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/D
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@@ -39,21 +39,6 @@ Contact: [Susanne Weis](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/D
Data: Neuroimaging (fMRI, T1), human behaviour, sex differences
<br>
Data: Neuroimaging (fMRI, T1), human behaviour, sex differences
<br>
Methods: Classification and Regression (RF, SVM)
Methods: Classification and Regression (RF, SVM)
*
**[Helmholtz Analytics Framework](http://www.helmholtz-analytics.de/)**
(at JSC, INM-1, INM-6, IEK-8, ICS-6, IBG-3)
<br>
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>
Data: various
<br>
Methods: generic methods at big scale, parallelized and targeted at JSC's HPC systems
<br>
Domains and use cases:
*
Earth System Modelling:
*
Terrestrial Monitoring and Forecasting (IBG-3)
*
Cloud and Solar Power Prediction (IEK-8)
*
Structural Biology: Hybrid Data Analysis and Integration for Structural Biology (JSC, ICS-6)
*
Neuroscience:
*
High-Throughput Image-Base Cohort Phenotyping (INM-1)
*
Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6)
*
**[Simulation Laboratory Neuroscience](http://www.fz-juelich.de/ias/jsc/EN/Expertise/SimLab/slns/research/research_node.html)**
at JSC
<br>
*
**[Simulation Laboratory Neuroscience](http://www.fz-juelich.de/ias/jsc/EN/Expertise/SimLab/slns/research/research_node.html)**
at JSC
<br>
Contact:
[
Kai Krajsek
](
https://www.fz-juelich.de/SharedDocs/Personen/IAS/JSC/EN/staff/krajsek_k.html
)
, k.krajsek@fz-juelich.de
<br>
Contact:
[
Kai Krajsek
](
https://www.fz-juelich.de/SharedDocs/Personen/IAS/JSC/EN/staff/krajsek_k.html
)
, k.krajsek@fz-juelich.de
<br>
Supervised and Unsupervised Learning, Medical Image Analysis (e.g. Segmentation, Registration, Orientation
Supervised and Unsupervised Learning, Medical Image Analysis (e.g. Segmentation, Registration, Orientation
...
@@ -74,6 +59,22 @@ Contact: [Christian Sachs](https://fz-juelich.de/SharedDocs/Personen/IBG/IBG-1/E
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@@ -74,6 +59,22 @@ Contact: [Christian Sachs](https://fz-juelich.de/SharedDocs/Personen/IBG/IBG-1/E
Data: Image data (microscope time-lapse stacks of microfluidic experiments; bacteria, algae, yeast)
<br>
Data: Image data (microscope time-lapse stacks of microfluidic experiments; bacteria, algae, yeast)
<br>
Methods: convolutional neural network (CNN) based pixel-precise multi-instance segmentation (via U-Nets)
<br>
Methods: convolutional neural network (CNN) based pixel-precise multi-instance segmentation (via U-Nets)
<br>
*
**[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>
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>
image processing and computer vision for plant phenotyping, multi-instance segmentation, parameter estimation, statistical modeling, Gibbs Sampling, MCMC
*
**[Helmholtz Analytics Framework](http://www.helmholtz-analytics.de/)**
(at JSC, INM-1, INM-6, IEK-8, ICS-6, IBG-3)
<br>
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>
Data: various
<br>
Methods: generic methods at big scale, parallelized and targeted at JSC's HPC systems
<br>
Domains and use cases:
*
Earth System Modelling:
*
Terrestrial Monitoring and Forecasting (IBG-3)
*
Cloud and Solar Power Prediction (IEK-8)
*
Structural Biology: Hybrid Data Analysis and Integration for Structural Biology (JSC, ICS-6)
*
Neuroscience:
*
High-Throughput Image-Base Cohort Phenotyping (INM-1)
*
Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6)
# Work in progress
# Work in progress
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