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Interpretation of Brain Morphology in Association to Alzheimer's Disease Dementia Classification Using Graph Convolutional Networks on Triangulated Meshes.
Azcona E, Besson P, Wu Y, Punjabi A, Martersteck A, Dravid A, Parrish TB, Bandt SK, Katsaggelos AK; Alzheimers Disease Neuroimaging Initiative. Azcona E, et al. Among authors: katsaggelos ak. Shape Med Imaging (2020). 2020 Oct;12474:95-107. doi: 10.1007/978-3-030-61056-2_8. Epub 2020 Oct 3. Shape Med Imaging (2020). 2020. PMID: 33283214 Free PMC article.
Transfer learning for predicting conversion from mild cognitive impairment to dementia of Alzheimer's type based on a three-dimensional convolutional neural network.
Bae J, Stocks J, Heywood A, Jung Y, Jenkins L, Hill V, Katsaggelos A, Popuri K, Rosen H, Beg MF, Wang L; Alzheimer's Disease Neuroimaging Initiative. Bae J, et al. Neurobiol Aging. 2021 Mar;99:53-64. doi: 10.1016/j.neurobiolaging.2020.12.005. Epub 2020 Dec 13. Neurobiol Aging. 2021. PMID: 33422894 Free PMC article.
Geometric deep learning on brain shape predicts sex and age.
Besson P, Parrish T, Katsaggelos AK, Bandt SK. Besson P, et al. Among authors: katsaggelos ak. Comput Med Imaging Graph. 2021 Jul;91:101939. doi: 10.1016/j.compmedimag.2021.101939. Epub 2021 May 27. Comput Med Imaging Graph. 2021. PMID: 34082280
DeepCOVID-XR: An Artificial Intelligence Algorithm to Detect COVID-19 on Chest Radiographs Trained and Tested on a Large U.S. Clinical Data Set.
Wehbe RM, Sheng J, Dutta S, Chai S, Dravid A, Barutcu S, Wu Y, Cantrell DR, Xiao N, Allen BD, MacNealy GA, Savas H, Agrawal R, Parekh N, Katsaggelos AK. Wehbe RM, et al. Among authors: katsaggelos ak. Radiology. 2021 Apr;299(1):E167-E176. doi: 10.1148/radiol.2020203511. Epub 2020 Nov 24. Radiology. 2021. PMID: 33231531 Free PMC article.
145 results