Learning to Decode Cognitive States from Brain Images

• Published in: Machine learning Vol. 57; no. 1-2; pp. 145 - 175
• Main Authors: Mitchell, Tom M., Hutchinson, Rebecca, Niculescu, Radu S., Pereira, Francisco, Wang, Xuerui, Just, Marcel, Newman, Sharlene
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Nature B.V 01.10.2004
• Subjects: Brain; Data mining; Human subjects

Over the past decade, functional Magnetic Resonance Imaging (fMRI) has emerged as a powerful new instrument to collect vast quantities of data about activity in the human brain. A typical fMRI experiment can produce a three-dimensional image related to the human subject's brain activity every h...