Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks - Qi Dou; Hao Chen; Lequan Yu; Lei Zhao; Jing Qin; Defeng Wang; Mok, Vincent Ct; Lin Shi; Pheng-Ann Heng (IEEE transactions on medical imaging, 2016)
Keywords: 3D convolutional neural networks; Automation; biomarker detection; Biomarkers; Brain - blood supply; Brain - diagnostic imaging; Brain - pathology; Cerebral Hemorrhage - diagnostic imaging; cerebral microbleeds; Databases, Factual; deep learning; Feature extraction; Humans; Image detection; Image Interpretation, Computer-Assisted - methods; Imaging, Three-Dimensional - methods; Kernel; Magnetic Resonance Imaging; Medical diagnostic imaging; MIMICs; Neural networks; Neural Networks (Computer); Strategy; susceptibility-weighted imaging; Three dimensional; Three dimensional models; Three-dimensional displays; Two dimensional