Analyzing Brain Morphology in Alzheimer’s Disease Using Discriminative and Generative Spiral Networks

Autor: Todd B. Parrish, Pierre Besson, Yunan Wu, Ajay S. Kurani, Aggelos K. Katsaggelos, Bandt Sk, Emanuel A. Azcona

Several patterns of atrophy have been identified and strongly related to Alzheimer’s disease (AD) pathology and its progression. Morphological changes in brainshapehave been identified up to ten years before clinical diagnoses of AD, making its ear

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::65a837f4a5995d487857b4683a84adf3
https://doi.org/10.1101/2021.04.15.440008

Whole-brain radiotherapy associated with structural changes resembling aging as determined by anatomic surface-based deep learning.

Autor: Rammohan N; Department of Radiation Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA., Ho A; Department of Radiation Oncology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA., Besson P; Department of Radiology, Northwestern University Feinberg School of Medicine, Chicago, IL, USA., Kruser TJ; SSM Health Dean Medical Group, Turville Bay Radiation Oncology Center, Madison, WI, USA., Bandt SK; Department of Neurologic Surgery, Northwestern University Feinberg School of Medicine, Chicago, IL, USA.

Publikováno v: Neuro-oncology [Neuro Oncol] 2023 Jul 06; Vol. 25 (7), pp. 1323-1330.

Meningeal defects and focal cortical dysplasia: an unrecognized relationship? Illustrative case.

Autor: Ellis EM; 1Northwestern University, Feinberg School of Medicine, Chicago, Illinois., Trybula SJ; Departments of2Neurological Surgery and., Adney SK; 3Neurology, Northwestern University Feinberg School of Medicine, Chicago, Illinois; and., Lee PKJ; 4Department of Neurology, University of Iowa Carver College of Medicine, Iowa City, Iowa., Bandt SK; Departments of2Neurological Surgery and.

Publikováno v: Journal of neurosurgery. Case lessons [J Neurosurg Case Lessons] 2022 Sep 12; Vol. 4 (11). Date of Electronic Publication: 2022 Sep 12 (Print Publication: 2022).

Geometric deep learning reveals a structuro-temporal understanding of healthy and pathologic brain aging.

Autor: Besson P; Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.; Advanced Neuroimaging and Surgical Epilepsy (ANISE) Lab, Northwestern University, Chicago, IL, United States., Rogalski E; Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.; Department of Psychiatry and Behavioral Science, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States., Gill NP; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States., Zhang H; Department of Preventive Medicine, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States., Martersteck A; Department of Radiology, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.; Mesulam Center for Cognitive Neurology and Alzheimer's Disease, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.; Helen Wills Neuroscience Institute, University of California, Berkeley, Berkeley, CA, United States., Bandt SK; Advanced Neuroimaging and Surgical Epilepsy (ANISE) Lab, Northwestern University, Chicago, IL, United States.; Department of Neurological Surgery, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States.

Publikováno v: Frontiers in aging neuroscience [Front Aging Neurosci] 2022 Aug 23; Vol. 14, pp. 895535. Date of Electronic Publication: 2022 Aug 23 (Print Publication: 2022).

Geometric deep learning on brain shape predicts sex and age.

Autor: Besson P; Department of Radiology, Northwestern University, Feinberg School of Medicine, Chicago, IL, United States; Department of Neurological Surgery, Northwestern University, Feinberg School of Medicine, Chicago IL, United States., Parrish T; Department of Radiology, Northwestern University, Feinberg School of Medicine, Chicago, IL, United States., Katsaggelos AK; Department of Electrical Engineering & Computer Science, Northwestern University, McCormick School of Engineering, Evanston, IL, United States., Bandt SK; Department of Neurological Surgery, Northwestern University, Feinberg School of Medicine, Chicago IL, United States. Electronic address: skbandt@gmail.com.

Publikováno v: Computerized medical imaging and graphics : the official journal of the Computerized Medical Imaging Society [Comput Med Imaging Graph] 2021 Jul; Vol. 91, pp. 101939. Date of Electronic Publication: 2021 May 27.