Morphological classification of brains via high-dimensional shape transformations and machine learning methods

Classification of brain tumor type and g

Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme

✍ Evangelia I. Zacharaki; Sumei Wang; Sanjeev Chawla; Dong Soo Yoo; Ronald Wolf; E 📂 Article 📅 2009 🏛 John Wiley and Sons 🌐 English ⚖ 362 KB

## Abstract The objective of this study is to investigate the use of pattern classification methods for distinguishing different types of brain tumors, such as primary gliomas from metastases, and also for grading of gliomas. The availability of an automated computer analysis tool that is more obje