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A Correlation Framwork For Functional Mri Data Analysis.
Linköping University, The Institute of Technology. Linköping University, Department of Biomedical Engineering, Medical Informatics.
Linköping University, The Institute of Technology. Linköping University, Department of Biomedical Engineering, Medical Informatics.ORCID iD: 0000-0002-9267-2191
Linköping University, Faculty of Health Sciences. Linköping University, Department of Medicine and Care, Radio Physics. Östergötlands Läns Landsting, Centre of Surgery and Oncology, Department of Radiation Physics.ORCID iD: 0000-0001-8661-2232
Linköping University, The Institute of Technology. Linköping University, Department of Biomedical Engineering, Medical Informatics.ORCID iD: 0000-0002-9091-4724
2001 (English)In: Proceedings of SCIA 2001. Bergen,2001, 2001, 3-9 p.Conference paper, Published paper (Refereed)
Abstract [en]

A correlation framework for detecting brain activity in functional MRI data is presented. In this framework, a novel method based on canonical correlation analysis follows as a natural extension of established analysis methods. The new method shows very good detection performance. This is demonstrated by localizing brain areas which control finger movements and areas which are involved in numerical mental calculation.

Place, publisher, year, edition, pages
2001. 3-9 p.
National Category
Medical and Health Sciences
Identifiers
URN: urn:nbn:se:liu:diva-26723Local ID: 11317ISBN: 8299594006 (print)OAI: oai:DiVA.org:liu-26723DiVA: diva2:247273
Conference
12th Scandinavian Conference on Image Analysis, 11-14 June 2001, Bergen, Norway
Available from: 2009-10-08 Created: 2009-10-08 Last updated: 2015-04-09

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Friman, OlaBorga, MagnusLundberg, PeterKnutsson, Hans

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Friman, OlaBorga, MagnusLundberg, PeterKnutsson, Hans
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