Katsaggelos AK - Search Results

1

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.

2

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.

3

Limited-angle computed tomography with deep image and physics priors.

Barutcu S, Aslan S, Katsaggelos AK, Gürsoy D. Barutcu S, et al. Among authors: katsaggelos ak. Sci Rep. 2021 Sep 6;11(1):17740. doi: 10.1038/s41598-021-97226-2. Sci Rep. 2021. PMID: 34489500 Free PMC article.

4

Deep Gaussian processes for multiple instance learning: Application to CT intracranial hemorrhage detection.

López-Pérez M, Schmidt A, Wu Y, Molina R, Katsaggelos AK. López-Pérez M, et al. Among authors: katsaggelos ak. Comput Methods Programs Biomed. 2022 Jun;219:106783. doi: 10.1016/j.cmpb.2022.106783. Epub 2022 Mar 30. Comput Methods Programs Biomed. 2022. PMID: 35390723 Free article.

5

Chemical shift MR imaging methods for the quantification of transcatheter lipiodol delivery to the liver: preclinical feasibility studies in a rodent model.

Yin X, Guo Y, Li W, Huo E, Zhang Z, Nicolai J, Kleps RA, Hernando D, Katsaggelos AK, Omary RA, Larson AC. Yin X, et al. Among authors: katsaggelos ak. Radiology. 2012 Jun;263(3):714-22. doi: 10.1148/radiol.12111916. Radiology. 2012. PMID: 22623693 Free PMC article.

6

Rapid Reconstruction of Four-dimensional MR Angiography of the Thoracic Aorta Using a Convolutional Neural Network.

Haji-Valizadeh H, Shen D, Avery RJ, Serhal AM, Schiffers FA, Katsaggelos AK, Cossairt OS, Kim D. Haji-Valizadeh H, et al. Among authors: katsaggelos ak. Radiol Cardiothorac Imaging. 2020 Jun 25;2(3):e190205. doi: 10.1148/ryct.2020190205. Radiol Cardiothorac Imaging. 2020. PMID: 32656535 Free PMC article.

7

Rapid reconstruction of highly undersampled, non-Cartesian real-time cine k-space data using a perceptual complex neural network (PCNN).

Shen D, Ghosh S, Haji-Valizadeh H, Pathrose A, Schiffers F, Lee DC, Freed BH, Markl M, Cossairt OS, Katsaggelos AK, Kim D. Shen D, et al. Among authors: katsaggelos ak. NMR Biomed. 2021 Jan;34(1):e4405. doi: 10.1002/nbm.4405. Epub 2020 Sep 1. NMR Biomed. 2021. PMID: 32875668 Free PMC article.

8

Labeling Noncontrast Head CT Reports for Common Findings Using Natural Language Processing.

Iorga M, Drakopoulos M, Naidech AM, Katsaggelos AK, Parrish TB, Hill VB. Iorga M, et al. Among authors: katsaggelos ak. AJNR Am J Neuroradiol. 2022 May;43(5):721-726. doi: 10.3174/ajnr.A7500. Epub 2022 Apr 28. AJNR Am J Neuroradiol. 2022. PMID: 35483905 Free PMC article.

9

Neuroimaging modality fusion in Alzheimer's classification using convolutional neural networks.

Punjabi A, Martersteck A, Wang Y, Parrish TB, Katsaggelos AK; Alzheimer’s Disease Neuroimaging Initiative. Punjabi A, et al. Among authors: katsaggelos ak. PLoS One. 2019 Dec 5;14(12):e0225759. doi: 10.1371/journal.pone.0225759. eCollection 2019. PLoS One. 2019. PMID: 31805160 Free PMC article.

10

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

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