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DEEPMIR: A DEEP neural network for differential detection of cerebral Microbleeds and IRon deposits in MRI [article]

Tanweer Rashid, Ahmed Abdulkadir, Ilya M. Nasrallah, Jeffrey B. Ware, Hangfan Liu, Pascal Spincemaille, J. Rafael Romero, R. Nick Bryan, Susan R. Heckbert, Mohamad Habes
2021 arXiv   pre-print
This manual annotation was then used to train a deep convolution neural network (CNN).  ...  We developed a protocol for simultaneous manual annotation of CMBs and non-hemorrhage iron deposits in the basal ganglia.  ...  Introduction QSM to be useful for deriving metrics for CMBs and iron deposits (21, 23) . Panels A and B in Figure 1 show examples of CMBs and non-hemorrhage iron deposits on SWI, QSM and T2 MRI.  ... 
arXiv:2010.00148v3 fatcat:qfoxkor7prehfo6747wmirslvm

DEEPMIR: a deep neural network for differential detection of cerebral microbleeds and iron deposits in MRI

Tanweer Rashid, Ahmed Abdulkadir, Ilya M. Nasrallah, Jeffrey B. Ware, Hangfan Liu, Pascal Spincemaille, J. Rafael Romero, R. Nick Bryan, Susan R. Heckbert, Mohamad Habes
2021
This manual annotation was then used to train a deep convolution neural network (CNN).  ...  We developed a protocol for simultaneous manual annotation of CMBs and non-hemorrhage iron deposits in the basal ganglia.  ...  A full list of participating MESA investigators and institutions can be found at http:// www. mesa-nhlbi. org.  ... 
doi:10.48350/164151 fatcat:nwft5hv2yjhxpcps7s4lfykrra