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activities:theme1:dbscomp [2017/12/15 14:12] mperalta |
activities:theme1:dbscomp [2018/01/17 13:56] (current) mperalta |
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* [[members:maxime.peralta:index|Maxime Peralta]] - PhD | * [[members:maxime.peralta:index|Maxime Peralta]] - PhD | ||
__Paris ICM__ | __Paris ICM__ | ||
- | * Eric BARDINET | + | * Eric Bardinet |
- | * Sara FERNANDEZ-VIDAL | + | * Sara Fernandez Vidal |
- | * Jerome YELNIK | + | * Jerome Yelnik |
- | * Marie-Laure WELTER | + | * Marie-Laure Welter |
- | * Carine Karachi | + | * Carine Karachi |
__Paris Neurospin__ | __Paris Neurospin__ | ||
* Cyril Poupon | * Cyril Poupon | ||
Line 22: | Line 22: | ||
* Justine Beaujoin | * Justine Beaujoin | ||
__Boston BWH__ | __Boston BWH__ | ||
- | * Sonia PUJOL | + | * Sonia Pujol |
- | * Ryan Cabeen | + | |
Line 30: | Line 29: | ||
Knowing from post operative images where the electrode and the activated contact are, fiber tracts activated by DBS will be correlated to function and clinical data including electro-physiological signals acquired during surgery and clinical scores. For such purpose, we will propose a new adapted tractography approach from Diffusion Tensor Imaging. Additionally, we will study non-linear machine learning approaches to express such correlation and validate it on clinical data sets. The resulting models will allow both prediction and understanding of clinical outcome and side effects. | Knowing from post operative images where the electrode and the activated contact are, fiber tracts activated by DBS will be correlated to function and clinical data including electro-physiological signals acquired during surgery and clinical scores. For such purpose, we will propose a new adapted tractography approach from Diffusion Tensor Imaging. Additionally, we will study non-linear machine learning approaches to express such correlation and validate it on clinical data sets. The resulting models will allow both prediction and understanding of clinical outcome and side effects. | ||
- | {{:activities:theme1:image_tracto.png|}} | + | {{:activities:theme1:image_tracto.png?600|}} |
//Crossings of the pyramidal pathway with subthalamo-pallidal and pallido-subthalamic fibers (MC-det approach) in HCP subject 100307. Source: In vivo Exploration of the Connectivity between the Subthalamic Nucleus and the Globus Pallidus in the Human Brain Using Multi-Fiber Tractography, Pujol et al.// | //Crossings of the pyramidal pathway with subthalamo-pallidal and pallido-subthalamic fibers (MC-det approach) in HCP subject 100307. Source: In vivo Exploration of the Connectivity between the Subthalamic Nucleus and the Globus Pallidus in the Human Brain Using Multi-Fiber Tractography, Pujol et al.// |