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IC‐P‐061: QUANTIFICATION OF 3D TANGLE DISTRIBUTION IN MEDIAL TEMPORAL LOBE USING MULTIMODAL IMAGE REGISTRATION AND CONVOLUTIONAL NEURAL NETWORKS
Author(s) -
Tward Daniel J.,
Brown Timothy,
Patel Jaymin,
Kageyama Yusuke,
Mori Susumu,
Troncoso Juan C.,
Miller Michael
Publication year - 2018
Publication title -
alzheimer's and dementia
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 6.713
H-Index - 118
eISSN - 1552-5279
pISSN - 1552-5260
DOI - 10.1016/j.jalz.2018.06.2126
Subject(s) - tangle , convolutional neural network , temporal lobe , artificial intelligence , neuroimaging , anatomy , nuclear medicine , pattern recognition (psychology) , pathology , computer science , biomedical engineering , medicine , biology , neuroscience , mathematics , pure mathematics , epilepsy
Age (y) 58.00 92.00 72.7 7.30 Education (y) 11 20 16.6 2.65 Sex (% Female) 51.0 MMSE Total Score 15 30 26.7 3.76 GDS Total Score 0 11 1.6 2.10 Global CDR 0.0 2.0 0.4 0.37 FAQ Total Score 0 30 4.9 7.42 Amyloid PET (% positive) 59.4 BP Systolic 90 187 131.6 16.33 BP Diastolic 50 99 72.0 9.75 Pulse 45 98 65.5 11.24 ePVS statistics Number of Clusters 11 237 80.2 48.60 Total ePVS volume (mL) 98 1935 659.4 411.10 Mean ePVS volume (mL) 6.50 10.25 8.2 0.74 Linearity (r) 0.88 0.93 0.9 0.01 Width (mm) 2.48 3.14 2.8 0.13 Length (mm) 5.49 7.38 6.2 0.42