... | ... | @@ -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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* **[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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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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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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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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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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Methods: classification and regression (RF, SVM, DNN) , clustering (k-means, GMM, spectral), structured prediction (CRF)<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
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Methods: classification and regression (RF, SVM, DNN) , clustering (k-means, GMM, spectral), structured prediction (CRF)
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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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Methods: SVM, Decision trees, Linear and Logistic regression, Bayesian classifiers<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
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Methods: SVM, Decision trees, Linear and Logistic regression, Bayesian classifiers
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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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Methods: classification and regression (SVM, RVM), clustering (k-means) and factorization (NNMF, PCA)<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
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Methods: classification and regression (SVM, RVM), clustering (k-means) and factorization (NNMF, PCA)
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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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* 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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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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Supervised and Unsupervised Learning, Medical Image Analysis (e.g. Segmentation, Registration, Orientation
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