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Is it possible that only one mechanism exists which can be 'adjusted' based on task constraints?
In conclusion, the results of this study indicate that the expanded model predictions, based on task, questionnaire, workstation, and anthropometric parameters, perform better than the task-based predictions.
Due to the focus on cognitive effort, the current study is necessarily based on task data.
An ergonomically designed articulating laparoscopic prototype tool was developed based on task analyses, evaluation of current tools and surgeon's opinions.
In this work we define, develop and test a methodology to design optimal manipulator configurations based on task descriptions.
The first stage is based on task clustering and task reassignment algorithms that contract the original task graph.
Similar(9)
In this study, we observed lower causal influence from PCC/Parietal regions to bilateral amygdala in PCE subjects as compared to controls and this feature provided maximum accuracy in distinguishing the groups based on task-based effective connectivity, thus supporting our previous results.
fMRI data were analyzed with Gaussian process classifiers (GPC), a machine learning approach, to predict individual ADHD diagnosis based on task-based activation patterns.
In summary, to our knowledge this is the first study to use multivariate machine-learning techniques to predict ADHD diagnosis based on task-based fMRI imaging data showing a classification accuracy of 77%.
We show that these neurons can be organized along a bidirectional visuomotor continuum based on task-related firing rates.
An alternative, more flexible approach is based on task-resource models.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com