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Artificial intelligence for classification of temporal lobe epilepsy with ROI-level MRI data: A worldwide ENIGMA-Epilepsy study.
Gleichgerrcht E, Munsell BC, Alhusaini S, Alvim MKM, Bargalló N, Bender B, Bernasconi A, Bernasconi N, Bernhardt B, Blackmon K, Caligiuri ME, Cendes F, Concha L, Desmond PM, Devinsky O, Doherty CP, Domin M, Duncan JS, Focke NK, Gambardella A, Gong B, Guerrini R, Hatton SN, Kälviäinen R, Keller SS, Kochunov P, Kotikalapudi R, Kreilkamp BAK, Labate A, Langner S, Larivière S, Lenge M, Lui E, Martin P, Mascalchi M, Meletti S, O'Brien TJ, Pardoe HR, Pariente JC, Xian Rao J, Richardson MP, Rodríguez-Cruces R, Rüber T, Sinclair B, Soltanian-Zadeh H, Stein DJ, Striano P, Taylor PN, Thomas RH, Elisabetta Vaudano A, Vivash L, von Podewills F, Vos SB, Weber B, Yao Y, Lin Yasuda C, Zhang J, Thompson PM, Sisodiya SM, McDonald CR, Bonilha L; ENIGMA-Epilepsy Working Group. Gleichgerrcht E, et al. Among authors: ruber t. Neuroimage Clin. 2021;31:102765. doi: 10.1016/j.nicl.2021.102765. Epub 2021 Jul 24. Neuroimage Clin. 2021. PMID: 34339947 Free PMC article.
Event-based modeling in temporal lobe epilepsy demonstrates progressive atrophy from cross-sectional data.
Lopez SM, Aksman LM, Oxtoby NP, Vos SB, Rao J, Kaestner E, Alhusaini S, Alvim M, Bender B, Bernasconi A, Bernasconi N, Bernhardt B, Bonilha L, Caciagli L, Caldairou B, Caligiuri ME, Calvet A, Cendes F, Concha L, Conde-Blanco E, Davoodi-Bojd E, de Bézenac C, Delanty N, Desmond PM, Devinsky O, Domin M, Duncan JS, Focke NK, Foley S, Fortunato F, Galovic M, Gambardella A, Gleichgerrcht E, Guerrini R, Hamandi K, Ives-Deliperi V, Jackson GD, Jahanshad N, Keller SS, Kochunov P, Kotikalapudi R, Kreilkamp BAK, Labate A, Larivière S, Lenge M, Lui E, Malpas C, Martin P, Mascalchi M, Medland SE, Meletti S, Morita-Sherman ME, Owen TW, Richardson M, Riva A, Rüber T, Sinclair B, Soltanian-Zadeh H, Stein DJ, Striano P, Taylor PN, Thomopoulos SI, Thompson PM, Tondelli M, Vaudano AE, Vivash L, Wang Y, Weber B, Whelan CD, Wiest R, Winston GP, Yasuda CL, McDonald CR, Alexander DC, Sisodiya SM, Altmann A; ENIGMA-Epilepsy Working Group. Lopez SM, et al. Among authors: ruber t. Epilepsia. 2022 Aug;63(8):2081-2095. doi: 10.1111/epi.17316. Epub 2022 Jun 25. Epilepsia. 2022. PMID: 35656586 Free PMC article.
Structural network alterations in focal and generalized epilepsy assessed in a worldwide ENIGMA study follow axes of epilepsy risk gene expression.
Larivière S, Royer J, Rodríguez-Cruces R, Paquola C, Caligiuri ME, Gambardella A, Concha L, Keller SS, Cendes F, Yasuda CL, Bonilha L, Gleichgerrcht E, Focke NK, Domin M, von Podewills F, Langner S, Rummel C, Wiest R, Martin P, Kotikalapudi R, O'Brien TJ, Sinclair B, Vivash L, Desmond PM, Lui E, Vaudano AE, Meletti S, Tondelli M, Alhusaini S, Doherty CP, Cavalleri GL, Delanty N, Kälviäinen R, Jackson GD, Kowalczyk M, Mascalchi M, Semmelroch M, Thomas RH, Soltanian-Zadeh H, Davoodi-Bojd E, Zhang J, Winston GP, Griffin A, Singh A, Tiwari VK, Kreilkamp BAK, Lenge M, Guerrini R, Hamandi K, Foley S, Rüber T, Weber B, Depondt C, Absil J, Carr SJA, Abela E, Richardson MP, Devinsky O, Severino M, Striano P, Tortora D, Kaestner E, Hatton SN, Vos SB, Caciagli L, Duncan JS, Whelan CD, Thompson PM, Sisodiya SM, Bernasconi A, Labate A, McDonald CR, Bernasconi N, Bernhardt BC. Larivière S, et al. Among authors: ruber t. Nat Commun. 2022 Jul 27;13(1):4320. doi: 10.1038/s41467-022-31730-5. Nat Commun. 2022. PMID: 35896547 Free PMC article.
MRI-based deep learning can discriminate between temporal lobe epilepsy, Alzheimer's disease, and healthy controls.
Chang AJ, Roth R, Bougioukli E, Ruber T, Keller SS, Drane DL, Gross RE, Welsh J, Abrol A, Calhoun V, Karakis I, Kaestner E, Weber B, McDonald C, Gleichgerrcht E, Bonilha L; Alzheimer’s Disease Neuroimaging Initiative. Chang AJ, et al. Among authors: ruber t. Commun Med (Lond). 2023 Feb 27;3(1):33. doi: 10.1038/s43856-023-00262-4. Commun Med (Lond). 2023. PMID: 36849746 Free PMC article.
Automatic and manual segmentation of the piriform cortex: Method development and validation in patients with temporal lobe epilepsy and Alzheimer's disease.
Steinbart D, Yaakub SN, Steinbrenner M, Guldin LS, Holtkamp M, Keller SS, Weber B, Rüber T, Heckemann RA, Ilyas-Feldmann M, Hammers A; Alzheimer's Disease Neuroimaging Initiative. Steinbart D, et al. Among authors: ruber t. Hum Brain Mapp. 2023 Jun 1;44(8):3196-3209. doi: 10.1002/hbm.26274. Epub 2023 Apr 13. Hum Brain Mapp. 2023. PMID: 37052063 Free PMC article.
MRI in epilepsy: clinical standard and evolution.
Rüber T, David B, Elger CE. Rüber T, et al. Curr Opin Neurol. 2018 Apr;31(2):223-231. doi: 10.1097/WCO.0000000000000539. Curr Opin Neurol. 2018. PMID: 29389747 Review.
66 results