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Dhinagar NJ, Thomopoulos SI, Owens‐Walton C, Stripelis D, Ambite JL, Steeg GV, Thompson PM. Alzheimer’s Disease Detection with a 3D Convolutional Neural Network using Gray Matter Maps from T1‐weighted Brain MRI. Alzheimers Dement 2022. [DOI: 10.1002/alz.066446] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Nikhil J Dhinagar
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Conor Owens‐Walton
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Dimitris Stripelis
- Information Sciences Institute, University of Southern California Marina del Rey CA USA
| | - Jose Luis Ambite
- Information Sciences Institute, University of Southern California Marina del Rey CA USA
| | - Greg Ver Steeg
- Information Sciences Institute, University of Southern California Marina del Rey CA USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
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Zhao Y, van Heese E, Laansma MA, Al‐Bachari S, Anderson T, Assogna F, Berendse HW, Bright J, Cendes F, Dalrymple‐Alford J, Debove I, Dirkx M, Druzgal TJ, Emsley H, Fouche JP, Garraux G, Guimarães R, Helmich R, Jahanshad N, Kim HB, Klein JC, Lochner C, Mackay C, McMillan CT, Melzer TR, Newman BT, Owens‐Walton C, Parkes L, Piras F, Pitcher T, Poston KL, Rango M, Ribeiro LF, Rocha C, Roos A, Rummel C, Santos L, Schmidt R, Spalletta G, Squarcina L, Schwingenschuh P, Vecchio D, Vriend C, Wang J, Weintraub D, Wiest R, Yasuda C, Thompson PM, van der Werf YD, Gutman BA. TV‐L1 Ordinal Logistic Regression Reveals New Morphometric Patterns Related to Parkinsonian Symptom Severity: An ENIGMA‐PD study. Alzheimers Dement 2022. [DOI: 10.1002/alz.067037] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Yuji Zhao
- Illinois Institute of Technology Chicago IL USA
| | | | | | | | | | | | - Henk W. Berendse
- Department of Neurology, Neuroscience Amsterdam, VU University Medical Center Amsterdam Netherlands
| | - Joanna Bright
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | | | | | | | | | | | | | - JP Fouche
- Stellenbosch University Stellenbosch South Africa
| | | | | | - Rick Helmich
- Radboud University Nijmegen Nijmegen Netherlands
| | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | | | | | | | | | - Corey T McMillan
- Perelman School of Medicine, University of Pennsylvania Philadelphia PA USA
- Penn Alzheimer’s Disease Research Center, Perelman School of Medicine Philadelphia PA USA
| | - Tracy R Melzer
- University of Otago Christchurch New Zealand
- Brain Research, Christchurch New Zealand New Zealand
| | | | - Conor Owens‐Walton
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Laura Parkes
- University of Manchester Manchester United Kingdom
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- Vrije Universiteit Amsterdam Amsterdam Netherlands
| | | | | | | | | | | | - Ysbrand D. van der Werf
- Department of Anatomy and Neurosciences, Amsterdam Neuroscience, Vrije Universiteit Amsterdam, Amsterdam UMC Amsterdam Netherlands
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Feng Y, Chandio BQ, Chattopadhyay T, Thomopoulos SI, Owens‐Walton C, Garyfallidis E, Jahanshad N, Thompson PM. Learning Streamline Embeddings with Variational Autoencoder for Intersubject Bundle Comparison in Alzheimer’s Disease. Alzheimers Dement 2022. [DOI: 10.1002/alz.066204] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Yixue Feng
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Bramsh Q Chandio
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
- Indiana University Bloomington Bloomington IN USA
| | - Tamoghna Chattopadhyay
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Conor Owens‐Walton
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | | | - Neda Jahanshad
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
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Rajagopalan P, Tennant VR, Thomopoulos SI, Owens‐Walton C, Kempton M, Si S, Thompson PM. Different atrophy profiles detected in AD patients who carry APOE4 versus non‐carriers: An ENIGMA‐VBM Multicohort Analysis (N=1,893). Alzheimers Dement 2022. [DOI: 10.1002/alz.067472] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Priya Rajagopalan
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, University of Southern California Marina Del Rey CA USA
| | - Victoria R Tennant
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, University of Southern California Marina Del Rey CA USA
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Conor Owens‐Walton
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | | | - Shuqing Si
- Kings College London London United Kingdom
| | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
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Chandio BQ, Owens‐Walton C, Villalon‐Reina JE, Nabulsi L, Thomopoulos SI, Guaje J, Garyfallidis E, Thompson PM. Microstructural changes in the white matter tracts of the brain due to mild cognitive impairment. Alzheimers Dement 2022. [DOI: 10.1002/alz.065339] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Affiliation(s)
- Bramsh Q Chandio
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
- Indiana University Bloomington Bloomington IN USA
| | - Conor Owens‐Walton
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Julio E Villalon‐Reina
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Leila Nabulsi
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, University of Southern California Marina del Rey CA USA
| | - Sophia I Thomopoulos
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging & Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
| | - Javier Guaje
- Indiana University Bloomington Bloomington IN USA
| | | | - Paul M Thompson
- Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California Marina del Rey CA USA
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