... | @@ -16,27 +16,26 @@ Most recent (almost) published results from FZJ related to ML&DL |
... | @@ -16,27 +16,26 @@ Most recent (almost) published results from FZJ related to ML&DL |
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Here we provide a plain list of links to groups related to ML and DL. For more information, please visit the according group webpages. In order to find groups probably related to your research, simply search for keywords you're interested in.
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Here we provide a plain list of links to groups related to ML and DL. For more information, please visit the according group webpages. In order to find groups probably related to your research, simply search for keywords you're interested in.
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* **[Big Data Analytics](http://www.fz-juelich.de/inm/inm-1/DE/Forschung/Big_Data_Analytics/Big_Data_Analytics_node.html)** at INM-1<br>
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* **[Big Data Analytics](http://www.fz-juelich.de/inm/inm-1/DE/Forschung/Big_Data_Analytics/Big_Data_Analytics_node.html)** at INM-1<br>
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image data, classification, semantic segmentation, CNN, SVM, Capsule Networks, siamese networks, histology, HPC<br>
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Contact: [Timo Dickscheid](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-1/DE/Dickscheid_Timo.html?nn=1869754), t.dickscheid@fz-juelich.de<br>
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Head: [Timo Dickscheid](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-1/DE/Dickscheid_Timo.html?nn=1869754), t.dickscheid@fz-juelich.de
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image data, classification, semantic segmentation, CNN, SVM, Capsule Networks, siamese networks, histology, HPC
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* **[Applied Machine learning](http://www.fz-juelich.de/inm/inm-7/EN/Home/home_node.html)** at INM-7<br>
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* **[Applied Machine learning](http://www.fz-juelich.de/inm/inm-7/EN/Home/home_node.html)** at INM-7<br>
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Contact: [Kaustubh R. Patil](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/EN/patil_k.html?nn=654218), k.patil@fz-juelich.de<br>
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Data: neuroimaging (fMRI, DTI, T1), human behavior, clinical symptoms and disgnosis<br>
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Data: neuroimaging (fMRI, DTI, T1), human behavior, clinical symptoms and disgnosis<br>
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Methods: classification and regression (RF, SVM, DNN) , clustering (k-means, GMM, spectral), structured prediction (CRF)<br>
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Methods: classification and regression (RF, SVM, DNN) , clustering (k-means, GMM, spectral), structured prediction (CRF)
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Contact: [Kaustubh R. Patil](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/EN/patil_k.html?nn=654218), k.patil@fz-juelich.de
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* **[Biomarker Development](http://www.fz-juelich.de/inm/inm-7/EN/Home/home_node.html)** at INM-7<br>
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* **[Biomarker Development](http://www.fz-juelich.de/inm/inm-7/EN/Home/home_node.html)** at INM-7<br>
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Contact: [Juergen Dukart](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/EN/Dukart_j.html?nn=654218), j.dukart@fz-juelich.de<br>
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Data: neuroimaging (fMRI, DTI, T1, PET, SPECT), sensor-based data, clinical symptoms and diagnosis<br>
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Data: neuroimaging (fMRI, DTI, T1, PET, SPECT), sensor-based data, clinical symptoms and diagnosis<br>
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Methods: SVM, Decision trees, Linear and Logistic regression, Bayesian classifiers<br>
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Methods: SVM, Decision trees, Linear and Logistic regression, Bayesian classifiers
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Contact: [Juergen Dukart](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/EN/Dukart_j.html?nn=654218), j.dukart@fz-juelich.de
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* **[Cognitive Neuroinformatics](http://www.fz-juelich.de/inm/inm-7/EN/Home/home_node.html)** at INM-7<br>
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* **[Cognitive Neuroinformatics](http://www.fz-juelich.de/inm/inm-7/EN/Home/home_node.html)** at INM-7<br>
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Contact: [Sarah Genon](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/EN/genon_s.html?nn=654218), s.genon@fz-juelich.de<br>
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Data: neuroimaging (MRI, PET), psychometric data<br>
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Data: neuroimaging (MRI, PET), psychometric data<br>
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Methods: classification and regression (SVM, RVM), clustering (k-means) and factorization (NNMF, PCA)<br>
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Methods: classification and regression (SVM, RVM), clustering (k-means) and factorization (NNMF, PCA)
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Contact: [Sarah Genon](http://www.fz-juelich.de/SharedDocs/Personen/INM/INM-7/EN/genon_s.html?nn=654218), s.genon@fz-juelich.de
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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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* **[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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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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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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Domains and use cases:
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... | @@ -48,7 +47,7 @@ Domains and use cases: |
... | @@ -48,7 +47,7 @@ Domains and use cases: |
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* High-Throughput Image-Base Cohort Phenotyping (INM-1)
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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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* Multi-Scale Multi-Area Interaction in Cortical Networks (INM-6)
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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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* **[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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* **[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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Supervised and Unsupervised Learning, Medical Image Analysis (e.g. Segmentation, Registration, Orientation
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Supervised and Unsupervised Learning, Medical Image Analysis (e.g. Segmentation, Registration, Orientation
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