Novel multiple pooling and local phase quantization stable feature extraction techniques for automated classification of brain infarcts

• Main Authors: Dogan, Sengul, Barua, Prabal Datta, Baygin, Mehmet, Chakraborty, Subrata, Ciaccio, Edward J., Tuncer, Turker, Abd Kadir, Khairul Azmi, Shah, Mohammad Nazri Md, Azman, Raja Rizal, Lee, Chin Chew, Ng, Kwan Hoong, Acharya, U. Rajendra
• Format: Article
• Published: 2022
• Subjects: R Medicine (General); Medical technology
• Online Access: http://eprints.um.edu.my/41879/

This study aims to introduce a hand-crafted machine learning method to classify ischemic and hemorrhagic strokes with satisfactory performance. In the first step of this work, a new CT brain for images dataset was collected for stroke patients. A highly accurate hand-crafted machine learning method...