Check nearby libraries
Buy this book
![Loading indicator](/images/ajax-loader-bar.gif)
Brain imaging brings together the technology, methodology, research questions and approaches of a wide range of scientific fields including physics, statistics, computer science, neuroscience, biology, and engineering. Thus, methodological and technological advances that enable us to obtain measurements, examine relationships across observations, and link these data to neuroscientific hypotheses happen in a highly interdisciplinary environment. The dynamic field of machine learning with its modern approach to data mining provides many relevant approaches for neuroscience and enables the exploration of open questions. This state-of-the-art survey offers a collection of papers from the Workshop on Machine Learning and Interpretation in Neuroimaging, MLINI 2011, held at the 25th Annual Conference on Neural Information Processing, NIPS 2011, in the Sierra Nevada, Spain, in December 2011. Additionally, invited speakers agreed to contribute reviews on various aspects of the field, adding breadth and perspective to the volume. The 32 revised papers were carefully selected from 48 submissions. At the interface between machine learning and neuroimaging the papers aim at shedding some light on the state of the art in this interdisciplinary field. They are organized in topical sections on coding and decoding, neuroscience, dynamcis, connectivity, and probabilistic models and machine learning.
Check nearby libraries
Buy this book
![Loading indicator](/images/ajax-loader-bar.gif)
Subjects
Machine learning, Congresses, Artificial intelligence, Medical applications, Brain, Imaging, Data processing, Diagnostic imaging, Brain, imaging, Pattern perception, Computer science, Data mining, Computer vision, Optical pattern recognition, Computer Imaging, Vision, Pattern Recognition and Graphics, Data Mining and Knowledge Discovery, Probability and Statistics in Computer Science, Image Processing and Computer Vision, Computer ApplicationsEdition | Availability |
---|---|
1
Machine Learning and Interpretation in Neuroimaging: 4th International Workshop, MLINI 2014, Held at NIPS 2014, Montreal, QC, Canada, December 13, ...
Sep 13, 2016, Springer
paperback
3319451731 9783319451732
|
zzzz
Libraries near you:
WorldCat
|
2
Machine Learning and Interpretation in Neuroimaging: International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, 2011, Revised Selected and Invited Contributions
2012, Springer
in English
3642347134 9783642347139
|
aaaa
Libraries near you:
WorldCat
|
3
Machine Learning and Interpretation in Neuroimaging: International Workshop, MLINI 2011, Held at NIPS 2011, Sierra Nevada, Spain, December 16-17, ...
Nov 07, 2012, Springer
paperback
3642347126 9783642347122
|
zzzz
Libraries near you:
WorldCat
|
Book Details
Classifications
The Physical Object
ID Numbers
Community Reviews (0)
Feedback?August 25, 2024 | Edited by MARC Bot | import existing book |
December 29, 2021 | Edited by ImportBot | import existing book |
October 5, 2021 | Edited by ImportBot | import existing book |
November 13, 2020 | Edited by MARC Bot | import existing book |
May 18, 2020 | Created by ImportBot | import new book |