Epileptogenic Zone Localization from SPECT Imaging Using Radiomics

Thijs RD, Surges R, O’Brien TJ, Sander JW. Epilepsy in adults. Lancet. 2019;393:689–701.

Article  PubMed  Google Scholar 

Li Y, Meador KJ. Epilepsy and pregnancy. Continuum (Minneap Minn). 2022;28:34–54.

CAS  PubMed  Google Scholar 

Tang F, Hartz AMS, Bauer B. Drug-resistant epilepsy: multiple hypotheses, few answers. Front Neurol. 2017;8:301.

Article  PubMed  PubMed Central  Google Scholar 

Xia L, Ou S, Pan S. Initial response to antiepileptic drugs in patients with newly diagnosed epilepsy as a predictor of long-term outcome. Front Neurol. 2017;8:658.

Article  PubMed  PubMed Central  Google Scholar 

Rogawski MA, Löscher W. The neurobiology of antiepileptic drugs. Nat Rev Neurosci. 2004;5:553–64.

Article  CAS  PubMed  Google Scholar 

Rosenow F, Luders H. Presurgical evaluation of epilepsy. Brain. 2001;124:1683–700.

Article  CAS  PubMed  Google Scholar 

Paesschen WV, Ictal. SPECT Epilepsia. 2004;45:35–40.

Article  PubMed  Google Scholar 

Yen C, Lin C-L, Chiang M-C. Exploring the frontiers of neuroimaging: a review of recent advances in Understanding brain functioning and disorders. Life (Basel). 2023;13(7):1472.

PubMed  Google Scholar 

Yoganathan K, Malek N, Torzillo E, Paranathala M, Greene J. Neurological update: structural and functional imaging in epilepsy surgery. J Neurol. 2023;270:2798–808.

Article  PubMed  PubMed Central  Google Scholar 

Camargo EE. Brain SPECT in neurology and psychiatry. J Nucl Med. 2001;42:611–23.

CAS  PubMed  Google Scholar 

Fougère Cl, Rominger A, Förster S, Geisler J, Bartenstein P. PET and SPECT in epilepsy: a critical review. Epilepsy Behav. 2009;15:50–5.

Article  Google Scholar 

McNally KA, Paige AL, Varghese G, Zhang H Jr, Spencer EJN. Localizing value of ictal-interictal SPECT analyzed by SPM (ISAS). Epilepsia. 2005;46:1450–64.

Article  PubMed  Google Scholar 

Mayerhoefer ME, Materka A, Langs G, Häggström I, Szczypiński P, Gibbs P, Cook G. Introduction to radiomics. J Nucl Med. 2020;61:488–95.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Gao A, Yang H, Wang Y, Zhao G, Wang C, Wang H, et al. Radiomics for the prediction of epilepsy in patients with frontal glioma. Front Oncol. 2021;11:725926.

Article  PubMed  PubMed Central  Google Scholar 

Bai J, Yang H, Gao A, Wang Y, Zhao G, Ma X, et al. Radiomics nomogram improves the prediction of epilepsy in patients with gliomas. Front Oncol. 2022;12:856359.

Article  Google Scholar 

McCague C, Ramlee S, Reinius M, Selby I, Hulse D, Piyatissa P, et al. Introduction to radiomics for a clinical audience. Clin Radiol. 2023;78:83–98.

Article  CAS  PubMed  Google Scholar 

Gillies RJ, Kinahan PE, Hricak H. Radiomics: images are more than pictures, they are data. Radiology. 2016;278:563–77.

Article  PubMed  Google Scholar 

Scapicchio C, Gabelloni M, Barucci A, Cioni D, Saba L, Neri E. A deep look into radiomics. Radiol Med. 2021;126:1296–311.

Article  PubMed  PubMed Central  Google Scholar 

Chen Q, Xia T, Zhang M, Xia N, Liu J, Yang Y. Radiomics in stroke neuroimaging: techniques, applications, and challenges. Aging Dis. 2021;12(1):143–54.

Article  PubMed  PubMed Central  Google Scholar 

Ranjbar S, Velgos SN, Dueck AC, Geda YE, Mitchell JR. Brain MR radiomics to differentiate cognitive disorders. J Neuropsychiatry Clin Neurosci. 2019;31:210–9.

Article  PubMed  PubMed Central  Google Scholar 

Jiang J, Wang M, Alberts I, Sun X, Li T, Rominger A, et al. Using radiomics-based modelling to predict individual progression from mild cognitive impairment to Alzheimer’s disease. Eur J Nucl Med Mol Imaging. 2022;49:2163–73.

Article  CAS  PubMed  Google Scholar 

Hao J, Xie Y, Liu Q, Xu J, Zhang P. Localization of epileptogenic zone based on radiomics features of 18F-FDG PET in patients with temporal lobe epilepsy. In. 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER). Italy: IEEE, 2021: 174-7.

Mariani G, Bruselli L, Kuwert T, Kim EE, Flotats A, Israel O, et al. A review on the clinical uses of SPECT/CT. Eur J Nucl Med Mol Imaging. 2010;37:1959–85.

Article  PubMed  Google Scholar 

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