Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology

by Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Maria Leonora Fatimah Agan, Taku Komura
Published 2017-12-01

Evaluation of Enhanced Learning Techniques for Segmenting Ischaemic Stroke Lesions in Brain Magnetic Resonance Perfusion Images Using a Convolutional Neural Network Scheme

by Carlos Uziel Pérez Malla, Maria del C. Valdés Hernández, Muhammad Febrian Rachmadi, Taku Komura
Published 2019-05-01

Dilated Saliency U-Net for White Matter Hyperintensities Segmentation Using Irregularity Age Map

by Yunhee Jeong, Muhammad Febrian Rachmadi, Muhammad Febrian Rachmadi, Maria del C. Valdés-Hernández, Taku Komura
Published 2019-06-01

3D Incomplete Point Cloud Surfaces Reconstruction With Segmentation and Feature-Enhancement

by Meili Wang, Ming Ju, Yuling Fan, Shihui Guo, Minghong Liao, Huijun Yang, Dongjian He, Taku Komura
Published 2019-01-01