Generalization and Analysis of a Deep Convolutional Neural Networks (DCNN)-Based Cerebral Microbleed Detection Algorithm
Yicheng Chen1,2, Melanie A Morrison2, Sivakami Avadiappan2, Angela Jakary2, Helen Kim3, and Janine M Lupo1,2
1The UC Berkeley - UCSF Graduate Program in Bioengineering, San Francisco, CA, United States, 2Department of Radiology and Biomedical Imaging, University of California, San Francisco, San Francisco, CA, United States, 3Department of Anesthesia, University of California, San Francisco, San Francisco, CA, United States
We tested and analyzed a deep learning based CMB detection algorithm previously developed using 7T SWI images we found that this method can be well generalized to different scan environment, parameters and pathologies.
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