The Liverpool BRAIN lab (Brain Research using Advanced Imaging in Neurology)

Publications

You can find details of our recent publications below.

  • Keller SS. 2022. Fingerprinting seizure outcome after temporal lobe surgery using preoperative connectomic mapping. Brain Communications, in press.
  • Larivière, S., Rodríguez-Cruces, R., Royer, J., Caligiuri, M., Eugenia., Gambardella, A., Concha, L., Keller S. S., Cendes, F., Yasuda, C., Bonilha, L., Gleichgerrcht, E., Focke, N., Domin, Martin., von Podewills, F., Langner, S., Rummel, C., Wiest, R., Martin, P., Kotikalapudi, R., O'Brien, T. J., Sinclair, B., Vivash, L., Desmond, P. M., Alhusaini, Saud., Doherty, C. P., Cavalleri, G. L., Delanty, N Kälviäinen, R., Jackson, G. D. Kowalczyk, M., Mascalchi, M., Semmelroch, M., Thomas, R. H., Soltanian-Zadeh, H., Davoodi-Bojd, E., Zhang, J., Lenge, M., Guerrini, R., Bartolini, E., Hamandi, K., Foley, S., Weber, B., Depondt, C., Absil, J., Carr, S. J. A., Abela, E., Richardson, M. P., Devinsky, O., Severino, M., Striano, P., Tortora, D., Hatton, S. N., Vos, S. B., Duncan, J. S., Whelan, C. D., Thompson, P. M., Sisodiya, S. M., Bernasconi, A., Labate, A., McDonald, C. R., Bernasconi, N., Bernhardt, B. C. 2022. Structural network alterations in focal and generalized epilepsy follow axes of epilepsy risk gene expression: an ENIGMA study. Nature Communications, in press.
  • Lopez SM, Aksman LM, Oxtoby NP, Vos SB, Rao J, Kaestner E, Alhusaini S, Alvim M, Bender B, Bernasconi A, Bernasconi N, Bernhardt B, 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. 2022. Event-based modelling in temporal lobe epilepsy demonstrates progressive atrophy from cross-sectional data. Epilepsia, doi: 10.1111/epi.17316.
  • Middlebrooks EH, He X, Grewal SS, Keller SS. 2022. Neuroimaging and thalamic connectomics in epilepsy neuromodulation. Epilepsy Research, 182:106916.
  • Brownhill, D., Kreilkamp, B. A. K., Chen, Y., Denby, C., Bracewell, M., Das, K., Marson, T., Keller, S. S. 2022. Automated subcortical segmentation on 2D MRI in epilepsy: implications for clinical trials. Neuroradiology, 64(5):935-947. 
  • Gleichgerrcht, E., Keller, S. S., C., Bryant, L., Moss, H., Kellermann, T. S., Biswas, S., Marson, A. G., Wilmskoetter, J., Jensen, J., Bonilha, L. 2022. High b-value diffusion tractography: abnormal axonal network organization associated with medication-refractory epilepsy. Neuroimage, 248:118866.
  • Park, B.-y., Larivière, S., Rodríguez-Cruces, R., Royer, J., Tavakol, S., Wang, Y., Caciagli, L., Caligiuri, M.E., Gambardella, A., Concha, L., Keller, S.S., Cendes, F., Alvim, M.K.M., Yasuda, C., Bonilha, L., Gleichgerrcht, E., Focke, N.K., Kreilkamp, B.A.K., Domin, M., von Podewils, F., Langner, S., Rummel, C., Rebsamen, M., Wiest, R., Martin, P., Kotikalapudi, R., Bender, B., O’Brien, T.J., Law, M., Sinclair, B., Vivash, L., Desmond, P.M., Malpas, C.B., Lui, E., Alhusaini, S., Doherty, C.P., Cavalleri, G.L., Delanty, N., Kälviäinen, R., Jackson, G.D., Kowalczyk, M., Mascalchi, M., Semmelroch, M., Thomas, R.H., Soltanian-Zadeh, H., Davoodi-Bojd, E., Zhang, J., Lenge, M., Guerrini, R., Bartolini, E., Hamandi, K., Foley, S., Weber, B., Depondt, C., Absil, J., Carr, S.J.A., Abela, E., Richardson, M.P., Devinsky, O., Severino, M., Striano, P., Parodi, C., Tortora, D., Hatton, S.N., Vos, S.B., Duncan, J.S., Galovic, M., Whelan, C.D., Bargalló, N., Pariente, J., Conde, E., Vaudano, A.E., Tondelli, M., Meletti, S., Kong, X.-Z., Francks, C., Fisher, S.E., Labate, A., Sisodiya, S.M., Thompson, P.M., McDonald, C.R., Bernasconi, A., Bernasconi, N., Bernhardt, B.C., 2021. Topographic divergence of atypical cortical asymmetry and regional atrophy patterns in temporal lobe epilepsy: a worldwide enigma study. Brain, doi: 10.1093/brain/awab417.
  • Gleichgerrcht, E., Munsell, B., Keller, S. S., Drane, D., Jensen, J., Spampinato. V., Pedersen, N. P., Weber, B., Kuzniecky, R., McDonald, C., Bonilha, L. 2022. Radiological identification of temporal lobe epilepsy using artificial intelligence: a feasibility study. Brain Communications, 4(2):fcab284.
  • Gleichgerrcht, E., Drane, D., Keller, S. S., Davis, K. A., Gross, R. E., Willie, J. T., Pedersen, N. P., de Bezenac, C., Jensen, J., Kuzniecky, R., Bonilha, L. 2022. Association Between Anatomical Location of Surgically Induced Lesions and Postoperative Seizure Outcome in Temporal Lobe Epilepsy. Neurology, 98(2):e141-e151.
  • Chen, Y., Fallon, N., Kreilkamp, B. A. K., Denby, C., Bracewell, M., Das, K., Marson, A., Keller, S. S. 2021. Probabilistic mapping of thalamic nuclei and thalamocortical functional connectivity in idiopathic generalised epilepsy. Human Brain Mapping, doi: 10.1002/hbm.25644.
  • Altmann A, Ryten M, Di Nunzio M, Ravizza T, Tolomeo D, Reynolds RH, Somani A, Bacigaluppi M, Iori V, Micotti E, Di Sapia R, Cerovic M, Palma E, Ruffolo G, Botía JA, Absil J, Alhusaini S, Alvim MKM, Auvinen P, Bargallo N, Bartolini E, Bender B, Bergo FPG, Bernardes T, Bernasconi A, Bernasconi N, Bernhardt BC, Blackmon K, Braga B, Caligiuri ME, Calvo A, Carlson C, Carr SJ, Cavalleri GL, Cendes F, Chen J, Chen S, Cherubini A, Concha L, David P, Delanty N, Depondt C, Devinsky O, Doherty CP, Domin M, Focke NK, Foley S, Franca W, Gambardella A, Guerrini R, Hamandi K, Hibar DP, Isaev D, Jackson GD, Jahanshad N, Kalviainen R, Keller SS, Kochunov P, Kotikalapudi R, Kowalczyk MA, Kuzniecky R, Kwan P, Labate A, Langner S, Lenge M, Liu M, Martin P, Mascalchi M, Meletti S, Morita-Sherman ME, O'Brien TJ, Pariente JC, Richardson MP, Rodriguez-Cruces R, Rummel C, Saavalainen T, Semmelroch MK, Severino M, Striano P, Thesen T, Thomas RH, Tondelli M, Tortora D, Vaudano AE, Vivash L, von Podewils F, Wagner J, Weber B, Wiest R, Yasuda CL, Zhang G, Zhang J; ENIGMA-Epilepsy Working Group, Leu C, Avbersek A; EpiPGX Consortium, Thom M, Whelan CD, Thompson P, McDonald CR, Vezzani A, Sisodiya SM. 2021. A systems-level analysis highlights microglial activation as a modifying factor in common forms of human epilepsy. Neuropathology and Applied Neurobiology, doi: 10.1111/nan.12758.
  • 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. 2021. Artificial intelligence for classification of temporal lobe epilepsy with ROI-level MRI data: A worldwide ENIGMA-Epilepsy study. Neuroimage: Clinical, 31:102765.
  • Gleichgerrcht, E., Kellermann, T.S., Drane, D. L., Keller, S. S., McDonald, C., Rorden, C., Jensen, J., Weber, B., Davis, K. A., Kuzniecky, R., Bonilha, L. Cortical disconnection in temporal lobe epilepsy. Epilepsy Beh, 123:108231.
  • McKavanagh, A., Kreilkamp, B. A. K., Denby, C., Bracewell, M., Das, K., Marson, A. G., Taylor, P., Keller, S. S. Network-based statistics in refractory and non-refractory idiopathic generalized epilepsy. Brain Connectivity, doi: 10.1089/brain.2021.0035.
  • De Bezenac, C., Adan, G., Weber, B., Keller, S. S. 2021. Association of Epilepsy Surgery with Changes in Imaging Defined Brain Age. Neurology, 97(6):e554-e563.
  • Pegg, E. J., McKavanah, A., Bracewell, M., Chen, Y., Das, K., Marson, T., Mohanraj, R., Taylor, J. R., Keller, S. S. Functional network topology in drug resistant and well-controlled Idiopathic Generalised Epilepsy: A resting-state fMRI study. Brain Communications, 3(3):fcab196.
  • Whitfield T, Fernandez C, Davies K, Defres S, Griffiths M, Hooper C, Tangney R, Burnside G, Rosalas-Hallas A, Moore P, Das K, Zuckerman M, Parkes L, Keller S. S., Roberts N, Easton A, Touati S, Kneen R, Stahl JP, Solomon T. Protocol for DexEnceph; a randomised controlled trial of dexamethasone therapy in adults with Herpes Simplex Virus Encephalitis. BMJ Open, 11(7):e041808.
  • Bryant, L., McKinnon, E., Taylor, J., A., Bonilha, L., Jensen, J., de Bezenac, D., Kreilkamp, B. A. K., Wieshmann, U. C., Adan, G., Biswas, S., Marson, A. G., Keller, S. S. 2021. Fiber ball white matter modelling in patients with focal epilepsy. Human Brain Mapping, 42(8):2490-2507.
  • Kreilkamp, B. A. K., McKavanagh, A., Bryant, L., Alonazi, B., Das, K., Marson, A. G., Taylor, P. N., Keller, S. S. 2021. Altered structural connectome in patients with nonlesional newly diagnosed focal epilepsy. Neuroimage:Clinical, 29:102564.
  • Larivière, S., Rodríguez-Cruces, R., Royer, J., Caligiuri, M., Eugenia., Gambardella, A., Concha, L., Keller, S.S., Cendes, F., Yasuda, C., Bonilha, L., Gleichgerrcht, E., Focke, N., Domin, Martin., von Podewills, F., Langner, S., Rummel, C., Wiest, R., Martin, P., Kotikalapudi, R., O’Brien, T. J., Sinclair, B., Vivash, L., Desmond, P. M., Alhusaini, Saud., Doherty, C. P., Cavalleri, G. L., Delanty, N., Kälviäinen, R., Jackson, G. D. Kowalczyk, M., Mascalchi, M., Semmelroch, M., Thomas, R. H., Soltanian-Zadeh, H., Davoodi-Bojd, E., Zhang, J., Lenge, M., Guerrini, R., Bartolini, E., Hamandi, K., Foley, S., Weber, B., Depondt, C., Absil, J., Carr, S. J. A., Abela, E., Richardson, M. P., Devinsky, O., Severino, M., Striano, P., Tortora, D., Hatton, S. N., Vos, S. B., Duncan, J. S., Whelan, C. D., Thompson, P. M., Sisodiya, S. M., Bernasconi, A., Labate, A., McDonald, C. R., Bernasconi, N., Bernhardt, B. C. Network-based atrophy modelling in the common epilepsies: a worldwide ENIGMA study. Science Advances, 6:eabc6457.
  • Leek, N., Neason, M., Kreilkamp, B., de Bezenac, C., Ziso, B., Elkommos, S., Das, K., Marson, A. G., Keller, S. S. Thalamohippocampal atrophy in focal epilepsy of unknown cause at the time of diagnosis. European Journal of Neurology, doi: 10.1111/ene.14565.
  • Gleichgerrcht, E., Keller, S. S., Drane, D. L., Munsell, B. C., Davis, K. A., Kaestner, E., Weber, B., Krantz, S., Vandergrift, W. A., Edwards, J. C., McDonald, C., Kuzniecky, R., Bonilha, L. 2020. Temporal lobe epilepsy surgical outcomes can be inferred based on structural connectome hubs: a machine learning study. Annals of Neurology, 88(5):970-983.
  • Hatton SN, Huynh KH, Bonilha L, Abela E, Alhusaini S, Altmann A, Alvim MKM, Balachandra AR, Bartolini E, Bender B, Bernasconi N, Bernasconi A, Bernhardt B, Bargallo N, Caldairou B, Caligiuri ME, Carr SJA, Cavalleri GL, Cendes F, Concha L, Davoodi-Bojd E, Desmond PM, Devinsky O, Doherty CP, Domin M, Duncan JS, Focke NK, Foley SF, Gambardella A, Gleichgerrcht E, Guerrini R, Hamandi K, Ishikawa A, Keller SS, Kochunov PV, Kotikalapudi R, Kreilkamp BAK, Kwan P, Labate A, Langner S, Lenge M, Liu M, Lui E, Martin P, Mascalchi M, Moreira JCV, Morita-Sherman ME, O'Brien TJ, Pardoe HR, Pariente JC, Ribeiro LF, Richardson MP, Rocha CS, Rodríguez-Cruces R, Rosenow F, Severino M, Sinclair B, Soltanian-Zadeh H, Striano P, Taylor PN, Thomas RH, Tortora D, Velakoulis D, Vezzani A, Vivash L, von Podewils F, Vos SB, Weber B, Winston GP, Yasuda CL, Zhu AH, Thompson PM, Whelan CD, Jahanshad N, Sisodiya SM, McDonald CR. 2020. White matter abnormalities across different epilepsy syndromes in adults: an ENIGMA-Epilepsy study. Brain, 143(8):2454-2473.
  • Sisodiya SM, Whelan CD, Hatton SN, Huynh K, Altmann A, Ryten M, Vezzani A, Caligiuri ME, Labate A, Gambardella A, Ives-Deliperi V, Meletti S, Munsell BC, Bonilha L, Tondelli M, Rebsamen M, Rummel C, Vaudano AE, Wiest R, Balachandra AR, Bargalló N, Bartolini E, Bernasconi A, Bernasconi N, Bernhardt B, Caldairou B, Carr SJA, Cavalleri GL, Cendes F, Concha L, Desmond PM, Domin M, Duncan JS, Focke NK, Guerrini R, Hamandi K, Jackson GD, Jahanshad N, Kälviäinen R, Keller SS, Kochunov P, Kowalczyk MA, Kreilkamp BAK, Kwan P, Lariviere S, Lenge M, Lopez SM, Martin P, Mascalchi M, Moreira JCV, Morita-Sherman ME, Pardoe HR, Pariente JC, Raviteja K, Rocha CS, Rodríguez-Cruces R, Seeck M, Semmelroch MKHG, Sinclair B, Soltanian-Zadeh H, Stein DJ, Striano P, Taylor PN, Thomas RH, Thomopoulos SI, Velakoulis D, Vivash L, Weber B, Yasuda CL, Zhang J, Thompson PM, McDonald CR. 2020. The ENIGMA-Epilepsy working group: mapping disease from large datasets. Human Brain Mapping, doi: 10.1002/hbm.25037.
  • Pegg, E. J., Taylor, J. R., Keller, S. S., Mohanraj, R. 2020. Inter-ictal global and structural connectivity in Idiopathic Generalised Epilepsy: A systematic review. Epilepsy Behav, 106:107013 doi: 10.1016/j.yebeh.2020.107013.
  • Altmann, A., Ryten, M.,.. Keller, S. S., Thompson, P.M., Whelan, C. D., McDonald, C., Vezzani, A.Sisodiya, S. M., ENIGMA Epilepsy Consortium. A systems-level analysis highlights microglial activation as a modifying factor in common forms of human epilepsy. Brain, in press. Preprint available in bioRxiv: https://doi.org/10.1101/470518.
  • Yaakub, S., Heckemann, R. A., Keller, S. S., McGinnity, C. J., Weber, B., Hammers, A. On brain atlas choice and automatic segmentation methods: a comparison of MAPER & FreeSurfer using three atlas databases.  Scientific Reports, 10(1):2837 doi: 10.1038/s41598-020-57951-6.
  • De Bezenac, C., Garcia-Finana,, M., Baler, G., Moore, P., Leek, N., Mohanraj, R., Bonilha, L., Richardson, M. P., Marson, A. G., Keller, S. S. 2019. A protocol for an observational cohort study investigating imaging network markers of cognitive dysfunction and pharmacoresistance in newly diagnosed epilepsy. BMJ Open, Oct 16;9(10):e034347. doi: 10.1136/bmjopen-2019-034347.
  • Kreilkamp, B. A. K., Das, K., Wieshmann, U. C., Biswas, S., Marson, A. G., Keller, S. S. 2019. Comparison of manual and automated tractography approaches in patients with temporal lobe epilepsy. Neuroimage:Clinical, 24:102024. doi: 10.1016/j.nicl.2019.102024. Epub 2019 Oct 17.
  • Kreilkamp, B. A. K., Das, K., Wieshmann, U. C., Biswas, S., Marson, A. G., Keller, S. S. 2019. Neuroradiological findings in patients with 'non-lesional' focal epilepsy revealed by research protocol. Clinical Radiology, 74(1): 78.e1-78.e11.
  • Alonazi, B., Keller, S. S., Fallon, N., Das, K., Marson, A. G., Sluming, V. 2019. Resting-state functional brain networks in adults with a new diagnosis of epilepsy. Brain and Behavior, Nov 28: e01168. doi: 10.1002/brb3.1168.
  • Mohan, M., Keller, S. S., Nicolson, A., Smith, D., Marson, A. G., Biswas, S., Manohar, R., Varma, T., Farah, J., Eldridge, P., Wieshmann, U. 2018. The Long-Term Outcome of Epilepsy Surgery. PLoS One, 13(5):e0196274.
  • Keller, S. S., Roberts, N., Baker, G., Sluming, V., Cezayirli, E., Mayes, A., Eldridge, P., Marson, T., Wieshmann, U. 2018. A voxel-based asymmetry study of the relationship between hemispheric asymmetry and language dominance in Wada tested patients. Human Brain Mapping, 39(7):3032-3045.
  • Kreilkamp, B. A. K., Weber, B., Elkommos, S. B., Richardson, M. P., Keller, S. S. 2018. Hippocampal subfield segmentation in temporal lobe epilepsy: relation to outcomes. Acta Neurol Scand, 137(6):598-608.
  • Whelan CD, Altmann A, Botía JA, Jahanshad N, Hibar DP, Absil J, Alhusaini S, Alvim MKM, Auvinen P, Bartolini E, Bergo FPG, Bernardes T, Blackmon K, Braga B, Caligiuri ME, Calvo A, Carr SJ, Chen J, Chen S, Cherubini A, David P, Domin M, Foley S, França W, Haaker G, Isaev D, Keller SS, Kotikalapudi R, Kowalczyk MA, Kuzniecky R, Langner S, Lenge M, Leyden KM, Liu M, Loi RQ, Martin P, Mascalchi M, Morita ME, Pariente JC, Rodríguez-Cruces R, Rummel C, Saavalainen T, Semmelroch MK, Severino M, Thomas RH, Tondelli M, Tortora D, Vaudano AE, Vivash L, von Podewils F, Wagner J, Weber B, Yao Y, Yasuda CL, Zhang G, Bargalló N, Bender B, Bernasconi N, Bernasconi A, Bernhardt BC, Blümcke I, Carlson C, Cavalleri GL, Cendes F, Concha L, Delanty N, Depondt C, Devinsky O, Doherty CP, Focke NK, Gambardella A, Guerrini R, Hamandi K, Jackson GD, Kälviäinen R, Kochunov P, Kwan P, Labate A, McDonald CR, Meletti S, O'Brien TJ, Ourselin S, Richardson MP, Striano P, Thesen T, Wiest R, Zhang J, Vezzani A, Ryten M, Thompson PM, Sisodiya SM. sodiya, S. 2018. Structural brain abnormalities in the common epilepsies assessed in 3,876 individuals worldwide. Brain, 141(2):391-408.
  • Kemp, S., Karapanagiotidis, T., Baker, G., Patankar, T., Keller, S. S. 2018. Discrepancies in the concordance between the Wada test and non-invasive functional imaging in people with epilepsy. Epilepsy Beh, 78:155-160.
  • Kreilkamp, B. A. K., Weber, B., Richardson, M., Keller, S. S. 2017. Automated tractography in patients with unilateral temporal lobe epilepsy using TRActs Constrained by UnderLying Anatomy (TRACULA). Neuroimage: Clinical, 14:67-76.
  • Keller, S. S., Glen, G. R., Weber, B., Kreilkamp, B. A. K., Jensen, J. H., Helpbern, J., Wagner, J., Barker, G. J., Richardson, M. P., Bonilha, L. 2017. Preoperative automated white matter fibre quantification predicts postoperative seizure outcome in refractory TLE. Brain, 140:68-82.
  • Defres, S., Keller, S. S., Das, K., Vidyasagar, R., Parkes, L., Burnside, G., Griffiths, M., Kopelman, M., Roberts, N., Solomon, T. 2017. A Feasibility Study of Quantifying longitudinal Brain Changes in Herpes simplex virus (HSV) Encephalitis using Magnetic Resonance Imaging (MRI) and stereology. PLoS One, 12(1):e0170215.
  • Keller, S. S. 2016. Brain atrophy in seizure-free temporal lobe epilepsy: implications for predicting pharmacoresistance. Epilepsia, 57(5):855-856.
  • Elkommos, S., Weber, B., Niehusmann, P., Volmering, E., Richardson, M. P., Schöne-Bake, J-C., Marson, A. G., Elger, C., Keller, S. S. 2016. The significance of hippocampal internal architecture for predicting postoperative seizure outcome in temporal lobe epilepsy. Seizure, 35:65-71.
  • Glenn, G. R., Jensen, J. H., Helpern, J. A., Spampinato, M. V., Kuzniecky, R., Keller, S. S., Bonilha, L. 2016. Epilepsy-related cytoarchitectonic abnormalities along white matter pathways. J Neurol Neurosurg Psychiatry, 87(9):930-6.
  • Munsell, B. C., Wee, C-Y., Keller, S. S., da Silva, L. A. T., Styner, M., Shen, D., Bonilha, L. 2016. Neuronal Network Architecture and Temporal Lobe Epilepsy: A Connectome Based and Machine Learning Study. In G. Wu, D. Shen and M.R. Sabunca (Eds), Machine Learning and Medical Imaging. Academic Press. pp 455-476.
  • Keller, S. S., Richardson, M. P., Schöne-Bake, J-C., O’Muircheartaigh, J., Elkommos, S., Kreilkamp, B., Goh, Y. Y., Marson, A. G., Elger, C., Weber, B. 2015. Thalamotemporal alteration and postoperative seizures in temporal lobe epilepsy. Annals of Neurology, 77(5):760-774.
  • Keller, S. S., Richardson, M. P., O’Muircheartaigh, J., Schöne-Bake, J-C., Elger, C., Weber, B. 2015. Morphometric MRI alterations and postoperative seizure control in refractory temporal lobe epilepsy. Human Brain Mapping, 36:1637-1647.
  • Bonilha, L., Keller, S. S. 2015. Quantitative MRI in refractory temporal lobe epilepsy: relationship with surgical outcomes [review article]. Quantitative Imaging in Medicine and Surgery, 5(2):204-224.
  • Wieshmann, U.C., Milinis, K., Paniker, J., Crooks, D., Das, K., Jenkinson, M., Brodbelt, A., Keller, S. S. 2015. The role of the corpus callosum in seizure spread: MRI lesion mapping in oligodendrogliomas. Epilepsy Research, 109:126-33.
  • Hutchings, F., Han, C. E., Keller, S. S., Weber, B., Taylor, P. N., Kaiser, M. 2015. Predicting Surgery Targets in Temporal Lobe Epilepsy through Structural Connectome Based Simulations. PLoS Computational Biology, 11(12):e1004642.
  • Munsell, B. C., Wee, C-Y., Keller, S. S., Weber, B., Elger, C., da Silva, L. A. T., Nesland, T., Styner, M., Shen, D., Bonilha, L. 2015. Predicting the surgical outcome of patients with temporal lobe epilepsy using connectome datasets: a machine learning study. Neuroimage, 118: 219-230.
  • O’Muircheartaigh, J., Keller, S. S., Barker, G. J., Richardson, M. P. 2015. White matter connectivity of the thalamus delineates the functional architecture of competing thalamocortical systems. Cerebral Cortex, 25(11):4477-89.
  • Keller, S. S., O’Muircheartaigh, J., Traynor, C., Towgood, K., Barker, G. J., Richardson, M. P. 2014. Thalamotemporal impairment in temporal lobe epilepsy: A combined MRI analysis of structure, integrity and connectivity. Epilepsia, 55(2):306-15.
  • Schöne-Bake, J-C.,§ Keller, S. S.,§ Niehusmann, P., Volmering, E., Elger, C., Deppe, M., Weber, B. 2014. In-vivo mapping of hippocampal subfields in mesial temporal lobe epilepsy: relation to histopathology. Human Brain Mapping, 35(9):4718-28.

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