Hybrid Preprocessing Method for Support Vector Machine for Classification of Imbalanced Cerebral Infarction Datasets

oleh Rustam, Zuherman; Department of Mathematics, University of Indonesia, 16424 Depok, Indonesia, Utami, Dea A.; Department of Mathematics, University of Indonesia, 16424 Depok, Indonesia, Hidayat, Rahmat; Department of Information Technology, Politeknik Negeri Padang, Padang, Sumatra Barat, Indonesia, Pandelaki, Jacub; Department of Radiology, Cipto Mangunkusumo Hospital, Jakarta 10430, Indonesia, Nugroho, Widyo A.; Department of Radiology, Cipto Mangunkusumo Hospital, Jakarta 10430, Indonesia
Terbitan: International Journal on Advanced Science, Engineering and Information Technology, 2019

Ischemic Stroke Classification using Random Forests Based on Feature Extraction of Convolutional Neural Networks

oleh Saragih, Glori Stephani; Department of Mathematics, Universitas Indonesia, Depok, 16424, Indonesia, Rustam, Zuherman; Department of Mathematics, Universitas Indonesia, Depok, 16424, Indonesia, Aldila, Dipo; Department of Mathematics, Universitas Indonesia, Depok, 16424, Indonesia, Hidayat, Rahmat; Department of Information Technology, Politeknik Negeri Padang, Padang, 25164, Indonesia, Yunus, Reyhan E.; Department of Radiology, Cipto Mangunkusumo Hospital, Jakarta, 10430, Indonesia, Pandelaki, Jacub; Department of Radiology, Cipto Mangunkusumo Hospital, Jakarta, 10430, Indonesia
Terbitan: International Journal on Advanced Science, Engineering and Information Technology, 2020