Automated Detection of Cerebral Microbleeds on Two-dimensional Gradient-recalled Echo T2* Weighted Images Using a Morphology Filter Bank and Convolutional Neural Network

CONCLUSION: Through effective CMB candidate refinement with a morphology filter bank and FP removal with a CNN, we achieved a high CMB detection rate and low FP count. Combining a CNN and morphology filter bank may facilitate the accurate automated detection of CMBs on T2*WIs.PMID:38494702 | DOI:10.2463/mrms.mp.2023-0146

Source: Magnetic Resonance in Medical Sciences - March 18, 2024 Category: Radiology Authors: Noriko Nishioka Yukie Shimizu Toru Shirai Hisaaki Ochi Yoshitaka Bito Kiichi Watanabe Hiroyuki Kameda Taisuke Harada Kohsuke Kudo Source Type: research