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A 3D deep learning model to predict the diagnosis of dementia with Lewy bodies, Alzheimer's disease, and mild cognitive impairment using brain 18F-FDG PET.
Etminani K, Soliman A, Davidsson A, Chang JR, Martínez-Sanchis B, Byttner S, Camacho V, Bauckneht M, Stegeran R, Ressner M, Agudelo-Cifuentes M, Chincarini A, Brendel M, Rominger A, Bruffaerts R, Vandenberghe R, Kramberger MG, Trost M, Nicastro N, Frisoni GB, Lemstra AW, van Berckel BNM, Pilotto A, Padovani A, Morbelli S, Aarsland D, Nobili F, Garibotto V, Ochoa-Figueroa M. Etminani K, et al. Among authors: soliman a. Eur J Nucl Med Mol Imaging. 2022 Jan;49(2):563-584. doi: 10.1007/s00259-021-05483-0. Epub 2021 Jul 30. Eur J Nucl Med Mol Imaging. 2022. PMID: 34328531 Free PMC article.
Adopting transfer learning for neuroimaging: a comparative analysis with a custom 3D convolution neural network model.
Soliman A, Chang JR, Etminani K, Byttner S, Davidsson A, Martínez-Sanchis B, Camacho V, Bauckneht M, Stegeran R, Ressner M, Agudelo-Cifuentes M, Chincarini A, Brendel M, Rominger A, Bruffaerts R, Vandenberghe R, Kramberger MG, Trost M, Nicastro N, Frisoni GB, Lemstra AW, Berckel BNMV, Pilotto A, Padovani A, Morbelli S, Aarsland D, Nobili F, Garibotto V; Alzheimer’s Disease Neuroimaging Initiative; Ochoa-Figueroa M. Soliman A, et al. BMC Med Inform Decis Mak. 2022 Dec 7;22(Suppl 6):318. doi: 10.1186/s12911-022-02054-7. BMC Med Inform Decis Mak. 2022. PMID: 36476613 Free PMC article.
A Framework for Evaluating Synthetic Electronic Health Records.
Budu E, Soliman A, Etminani K, Rögnvaldsson T. Budu E, et al. Among authors: soliman a. Stud Health Technol Inform. 2023 May 18;302:378-379. doi: 10.3233/SHTI230149. Stud Health Technol Inform. 2023. PMID: 37203694 Review.
1,696 results