Classification of brain

Classification of Brain

The major concern of classification methods in psychiatric imaging context is the separation of groups (e.g., patients and controls) based solely on structural properties of the brain. For this purpose, our group uses algorithms from the field of machine learning, such as support vector machines (SVM). These techniques estimate borderlines for multidimensional brain attributes in direct comparison of two or more groups. In many cases, predicting the group membership of further (previously unclassified) individuals can be accomplished with a high degree of accuracy. Validation of predictions with SVMs can be done using a leave-one-out cross-validation method. The mean of all resulting accuracies (each subject is left out once) is a measure of goodness of the prediction in this sample. Testing the ‘trained machine’ on new sample data is required for generalization on a broader population of subjects. One aim of this classification procedure is to support objective diagnoses of certain psychiatric and neurological diseases.

You might also like

Lion Face Painting Make-up Tutorial
Lion Face Painting Make-up Tutorial
The Scarecrow from Wizard of Oz Make Up Face Painting
The Scarecrow from Wizard of Oz Make Up Face Painting
The Brain Unlocked How To Use Your Brain To Create
The Brain Unlocked How To Use Your Brain To Create ...
The human chameleon: Meet the amateur make-up artist who
The human chameleon: Meet the amateur make-up artist who ...
Classification of Brain Tumours / Die Klassifikation der Hirntumoren: Report of the International Symposium at Cologne 30th August - 1st September 1961 ... 1961 (Acta Neurochirurgica Supplement)
eBooks (Springer)
TATEELY Geometric Shape Wooden Building Blocks Intelligence Box Learning Match Classification Blocks Children Learning Toys for Kids Birthday Christmas Gift
Toy (TATEELY)
  • Material: Rubber wood+ Birch plywood,Size:17.8cm*15cm/7 *5.9 .
  • Help to develop kid s intelligence,greatly help to develop children s intelligence and trains users brain and hands.
  • Perfect gifts and great early-education toys for your kids daily entertainment.
  • Helps build early shape, color and size differentiation skills.
  • Improve parent-child communication and emotion / mom and dad can lead and begin the early education during entertaining with your kids.
SPHINX SECOND BRAIN: classification system for freelancers, small businesses, editors, engineers, managers, individuals - information management, PC organization, data security
eBooks (Cooperation TERRA UNIKA / INTELLOG / SOFTEX)
Pracy Pracy Xmas Trees Decorated H.G. Wells Crude Classifications False Curse Life Organized Life Large Christmas Tree Snowflake Ornaments
Home (Pracy)
  • Made Of Metal.
  • An Ideal Choice To Capture Wonderful Family Memories
  • 3 In Diameter
  • With A Silver Hanging Thread
  • Hang From The Christmas Tree, From The Window Or From The Ceiling And Doorways.
Webrich Software IQ Test Lite
Mobile Application (Webrich Software)
  • Over 930 multiple-choice questions.
  • Choose number of questions you would like in each test.
  • Track your progress with beautiful Pie chart.
  • A new module, Progress Meter keeps track of how you are performing in a particular topic
  • Support for both orientations
  • Special algorithm that randomizes questions every time you take a test.

Copyright © . All Rights Reserved