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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.
Adding the third dimension: 3D convolutional neural network diagnosis of temporal lobe epilepsy.
Kaestner E, Hassanzadeh R, Gleichgerrcht E, Hasenstab K, Roth RW, Chang A, Rüber T, Davis KA, Dugan P, Kuzniecky R, Fridriksson J, Parashos A, Bagić AI, Drane DL, Keller SS, Calhoun VD, Abrol A, Bonilha L, McDonald CR. Kaestner E, et al. Among authors: ruber t. Brain Commun. 2024 Oct 10;6(5):fcae346. doi: 10.1093/braincomms/fcae346. eCollection 2024. Brain Commun. 2024. PMID: 39474046 Free PMC article.
Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study.
Kerestes R, Perry A, Vivash L, O'Brien TJ, Alvim MKM, Arienzo D, Aventurato ÍK, Ballerini A, Baltazar GF, Bargalló N, Bender B, Brioschi R, Bürkle E, Caligiuri ME, Cendes F, de Tisi J, Duncan JS, Engel JP Jr, Foley S, Fortunato F, Gambardella A, Giacomini T, Guerrini R, Hall G, Hamandi K, Ives-Deliperi V, João RB, Keller SS, Kleiser B, Labate A, Lenge M, Marotta C, Martin P, Mascalchi M, Meletti S, Owens-Walton C, Parodi CB, Pascual-Diaz S, Powell D, Rao J, Rebsamen M, Reiter J, Riva A, Rüber T, Rummel C, Scheffler F, Severino M, Silva LS, Staba RJ, Stein DJ, Striano P, Taylor PN, Thomopoulos SI, Thompson PM, Tortora D, Vaudano AE, Weber B, Wiest R, Winston GP, Yasuda CL, Zheng H, McDonald CR, Sisodiya SM, Harding IH. Kerestes R, et al. Among authors: ruber t. Epilepsia. 2024 Apr;65(4):1072-1091. doi: 10.1111/epi.17881. Epub 2024 Feb 27. Epilepsia. 2024. PMID: 38411286 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.
Patterns of subregional cerebellar atrophy across epilepsy syndromes: An ENIGMA-Epilepsy study.
Kerestes R, Perry A, Vivash L, O'Brien TJ, Alvim MKM, Arienzo D, Aventurato ÍK, Ballerini A, Baltazar GF, Bargalló N, Bender B, Brioschi R, Bürkle E, Caligiuri ME, Cendes F, de Tisi J, Duncan JS, Engel JP Jr, Foley S, Fortunato F, Gambardella A, Giacomini T, Guerrini R, Hall G, Hamandi K, Ives-Deliperi V, João RB, Keller SS, Kleiser B, Labate A, Lenge M, Marotta C, Martin P, Mascalchi M, Meletti S, Owens-Walton C, Parodi CB, Pascual-Diaz S, Powell D, Rao J, Rebsamen M, Reiter J, Riva A, Rüber T, Rummel C, Scheffler F, Severino M, Silva LS, Staba RJ, Stein DJ, Striano P, Taylor PN, Thomopoulos SI, Thompson PM, Tortora D, Vaudano AE, Weber B, Wiest R, Winston GP, Yasuda CL, Zheng H, McDonald CR, Sisodiya SM, Harding IH; ENIGMA-Epilepsy Working Group. Kerestes R, et al. Among authors: ruber t. bioRxiv [Preprint]. 2023 Oct 23:2023.10.21.562994. doi: 10.1101/2023.10.21.562994. bioRxiv. 2023. Update in: Epilepsia. 2024 Apr;65(4):1072-1091. doi: 10.1111/epi.17881. PMID: 37961570 Free PMC article. Updated. Preprint.
Automated and Interpretable Detection of Hippocampal Sclerosis in Temporal Lobe Epilepsy: AID-HS.
Ripart M, DeKraker J, Eriksson MH, Piper RJ, Gopinath S, Parasuram H, Mo J, Likeman M, Ciobotaru G, Sequeiros-Peggs P, Hamandi K, Xie H, Cohen NT, Su TY, Kochi R, Wang I, Rojas-Costa GM, Gálvez M, Parodi C, Riva A, D'Arco F, Mankad K, Clark CA, Carbó AV, Toledano R, Taylor P, Napolitano A, Rossi-Espagnet MC, Willard A, Sinclair B, Pepper J, Seri S, Devinsky O, Pardoe HR, Winston GP, Duncan JS, Yasuda CL, Scárdua-Silva L, Walger L, Rüber T, Khan AR, Baldeweg T, Adler S, Wagstyl K; MELD HS study group. Ripart M, et al. Among authors: ruber t. Ann Neurol. 2024 Nov 14;97(1):62-75. doi: 10.1002/ana.27089. Online ahead of print. Ann Neurol. 2024. PMID: 39543853 Free PMC article.
87 results