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Number of items: 30.

Zhang, Mengqi, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Marshall, David ORCID: https://orcid.org/0000-0003-2789-1395 and Li, Yuhua ORCID: https://orcid.org/0000-0003-2913-4478 2024. Explaining the predictions of kernel SVM models for neuroimaging data analysis. Expert Systems with Applications 251 , 123993. 10.1016/j.eswa.2024.123993
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Zhang, Mengqi, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Marshall, Andrew ORCID: https://orcid.org/0000-0003-2789-1395 and Li, Yuhua ORCID: https://orcid.org/0000-0003-2913-4478 2024. Fast explanation of RBF-Kernel SVM models using activation patterns. Presented at: International Joint Conference on Neural Networks, Yokohama, Japan, 30 June – 5 July 2024. Proceedings of IJCNN. IEEE, pp. 1-8. 10.1109/IJCNN60899.2024.10650697
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Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Lee, Sojin and Tsvetanov, Kamen 2024. Introduction to Large Language Models (LLMs) for dementia care and research. Frontiers in Dementia 3 , 1385303. 10.3389/frdem.2024.1385303
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Wang, Hanzhi ORCID: https://orcid.org/0000-0002-7714-4606, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Marshall, David ORCID: https://orcid.org/0000-0003-2789-1395, Jones, Derek ORCID: https://orcid.org/0000-0003-4409-8049 and Li, Yuhua ORCID: https://orcid.org/0000-0003-2913-4478 2023. A skewed loss function for correcting predictive bias in brain age prediction. IEEE Transactions on Medical Imaging 42 (6) , pp. 1577-1589. 10.1109/TMI.2022.3231730
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Abdellahi, Mahmoud, Koopman, Anne, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326 and Lewis, Penelope ORCID: https://orcid.org/0000-0003-1793-3520 2023. Targeted memory reactivation in human REM sleep elicits detectable reactivation. eLife 12 , e84324. 10.7554/elife.84324
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Abdellahi, Mahmoud E. A., Koopman, Anne C. M., Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326 and Lewis, Penelope A. ORCID: https://orcid.org/0000-0003-1793-3520 2023. Targeting targeted memory reactivation: characteristics of cued reactivation in sleep. NeuroImage 266 , 119820. 10.1016/j.neuroimage.2022.119820
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Navarrete, Miguel, Arthur, Steven, Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326 and Lewis, Penelope A. ORCID: https://orcid.org/0000-0003-1793-3520 2022. Ongoing neural oscillations predict the post-stimulus outcome of closed loop auditory stimulation during slow-wave sleep. NeuroImage 253 , 119055. 10.1016/j.neuroimage.2022.119055
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Plumley, Alix, Watkins, Luke, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Liebig, Patrick, Murphy, Kevin ORCID: https://orcid.org/0000-0002-6516-313X and Kopanoglu, Emre ORCID: https://orcid.org/0000-0001-8982-4441 2022. Rigid motion-resolved B1+ prediction using deep learning for real-time parallel-transmission pulse design. Magnetic Resonance in Medicine 87 (5) , pp. 2254-2270. 10.1002/mrm.29132
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Chopard, Daphne, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Corcoran, Padraig ORCID: https://orcid.org/0000-0001-9731-3385, Johnson, Claire, Busse-Morris, Monica ORCID: https://orcid.org/0000-0002-5331-5909 and Spasic, Irena ORCID: https://orcid.org/0000-0002-8132-3885 2021. Text mining of adverse events in clinical trials: Deep learning approach. JMIR Medical Informatics 9 (12) , e28632. 10.2196/28632
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Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326, Charest, Ian, Michelmann, Sebastian, Carmen Martín-Buro, María, Roux, Frédéric, Carceller-Benito, Fernando, Ugalde-Canitrot, Arturo, Rollings, David T., Sawlani, Vijay, Chelvarajah, Ramesh, Wimber, Marie, Hanslmayr, Simon and Staresina, Bernhard P. 2021. The hippocampus as the switchboard between perception and memory. Proceedings of the National Academy of Sciences 118 (50) , e2114171118. 10.1073/pnas.2114171118
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Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326, Shock, Jonathan P., Stein, Dan J., du Plessis, Stéfan, Seedat, Soraya and Tsvetanov, Kamen A. 2021. Correlation constraints for regression models: controlling bias in brain age prediction. Frontiers in Psychiatry 12 , 615754. 10.3389/fpsyt.2021.615754
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Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Mayor-Torres, Juan and Teufel, Christoph ORCID: https://orcid.org/0000-0003-3915-9716 2020. Deriving visual semantics from spatial context: an adaptation of LSA and Word2Vec to generate object and scene embeddings from images. [Online]. Cornell University. Available at: https://arxiv.org/abs/2009.09384
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Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326 2020. MVPA-Light: a classification and regression toolbox for multi-dimensional data. Frontiers in Neuroscience 14 , 289. 10.3389/fnins.2020.00289
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Krzeminski, Dominik, Michelmann, Sebastian, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326 and Santamaria, Lorena 2019. Classification of P300 component using a riemannian ensemble approach. Presented at: MEDICON 2019XV Mediterranean Conference on Medical and Biological Engineering and Computing, Coimbra, Portugal, 26-28 September 2019. Ifmbe Proceedings. , vol.76 Springer Science Business Media, 10.1007/978-3-030-31635-8_229
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Linde-Domingo, Juan, Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326, Kerren, Casper and Wimber, Maria 2019. Evidence that neural information flow is reversed between object perception and object reconstruction from memory. Nature Communications 10 , 179. 10.1038/s41467-018-08080-2
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Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326 2019. Direct calculation of out-of-sample predictions in multi-class kernel FDA. Presented at: European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Bruges, Belgium, 24-26 April 2019. ESANN 2019 Proceedings, European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning. ESANN, pp. 245-250.
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Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326 2018. Improving SNR and reducing training time of classifiers in large datasets via kernel averaging. Presented at: BI 2018, Arlington, TX, USA, 7-9 Dec 2018. Published in: Wang, Shouyi, Yamamoto, Vicky, Su, Jianzhong, Yang, Yang, Jones, Erick, Iasemidis, Leon and Mitchell, Tom eds. Brain Informatics. Lecture Notes in Computer Science. Lecture Notes in Computer Science , vol.2018 Cham, Switzerland: Springer Verlag, pp. 239-248. 10.1007/978-3-030-05587-5_23
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Tsvetanov, Kamen A., Ye, Zheng, Hughes, Laura, Samu, David, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Wolpe, Noham, Tyler, Lorraine K. and Rowe, James B. 2018. Activity and connectivity differences underlying inhibitory control across the adult life span. Journal of Neuroscience 38 (36) , pp. 7887-7900. 10.1523/JNEUROSCI.2919-17.2018
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Michelmann, Sebastian, Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326, Griffiths, Benjamin, Kerrén, Casper, Roux, Frédéric, Wimber, Maria, Rollings, David, Sawlani, Vijay, Chelvarajah, Ramesh, Gollwitzer, Stephanie, Kreiselmeyer, Gernot, Hamer, Hajo, Bowman, Howard, Staresina, Bernhard and Hanslmayr, Simon 2018. Data-driven re-referencing of intracranial EEG based on independent component analysis (ICA). Journal of Neuroscience Methods 307 , pp. 125-137. 10.1016/j.jneumeth.2018.06.021
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Ioannidis, Konstantinos, Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326, Chamberlain, Samuel R., Kiraly, Franz, Redden, Sarah A., Stein, Dan J., Lochner, Christine and Grant, Jon E. 2018. Problematic intemet use as an age-related multifaceted problem: Evidence from a two-site survey. Addictive Behaviors 81 , pp. 157-166. 10.1016/j.addbeh.2018.02.017
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Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326 2018. Cross-validation in high-dimensional spaces: a lifeline for least-squares models and multi-class LDA. [Online]. arXiv. Available at: http://arxiv.org/abs/1803.10016
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Price, D., Tyler, L. K., Henriques, R. Neto, Campbell, K. L., Williams, N., Treder, M. S. ORCID: https://orcid.org/0000-0001-5955-2326, Taylor, J. R. and Henson, R. N. A. 2017. Age-related delay in visual and auditory evoked responses is mediated by white- and grey-matter differences. Nature Communications 8 , 15671. 10.1038/ncomms15671
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Samu, Dávid, Campbell, Karen L., Tsvetanov, Kamen A., Shafto, Meredith A., Brayne, Carol, Bullmore, Edward T., Calder, Andrew C., Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Henson, Richard N., Matthews, Fiona E., Marslen-Wilson, William D., Rowe, James B., Cheung, Teresa, Davis, Simon, Geerligs, Linda, Kievit, Rogier, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Taylor, Jason R., Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, van Belle, Janna, Williams, Nitin, Bates, Lauren, Emery, Tina, Erzinçlioglu, Sharon, Gadie, Andrew, Gerbase, Sofia, Georgieva, Stanimira, Hanley, Claire, Parkin, Beth, Troy, David, Auer, Tibor, Correia, Marta, Gao, Lu, Green, Emma, Henriques, Rafael, Allen, Jodie, Amery, Gillian, Amunts, Liana, Barcroft, Anne, Castle, Amanda, Dias, Cheryl, Dowrick, Jonathan, Fair, Melissa, Fisher, Hayley, Goulding, Anna, Grewal, Adarsh, Hale, Geoff, Hilton, Andrew, Johnson, Frances, Johnston, Patricia, Kavanagh-Williamson, Thea, Kwasniewska, Magdalena, McMinn, Alison, Norman, Kim, Penrose, Jessica, Roby, Fiona, Rowland, Diane, Sargeant, John, Squire, Maggie, Stevens, Beth, Stoddart, Aldabra, Stone, Cheryl, Thompson, Tracy, Yazlik, Ozlem, Barnes, Dan, Dixon, Marie, Hillman, Jaya, Mitchell, Joanne, Villis, Laura and Tyler, Lorraine K. 2017. Preserved cognitive functions with age are determined by domain-dependent shifts in network responsivity. Nature Communications 8 , 14743. 10.1038/ncomms14743
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Ioannidis, Konstantinos, Chamberlain, Samuel R., Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Kiraly, Franz, Leppink, Eric W., Redden, Sarah A., Stein, Dan J., Lochner, Christine and Grant, Jon E. 2016. Problematic internet use (PIU): Associations with the impulsive-compulsive spectrum. An application of machine learning in psychiatry. Journal of Psychiatric Research 83 , pp. 94-102. 10.1016/j.jpsychires.2016.08.010
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Wolpe, Noham, Ingram, James N., Tsvetanov, Kamen A., Geerligs, Linda, Kievit, Rogier A., Henson, Richard N., Wolpert, Daniel M., Tyler, Lorraine K., Brayne, Carol, Bullmore, Edward, Calder, Andrew, Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Matthews, Fiona E., Marslen-Wilson, William, Shafto, Meredith A., Campbell, Karen, Cheung, Teresa, Davis, Simon, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Samu, David, Taylor, Jason R., Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, van Belle, Janna, Williams, Nitin, Bates, Lauren, Emery, Tina, Erzinçlioglu, Sharon, Gadie, Andrew, Gerbase, Sofia, Georgieva, Stanimira, Hanley, Claire, Parkin, Beth, Troy, David, Auer, Tibor, Correia, Marta, Gao, Lu, Green, Emma, Henriques, Rafael, Allen, Jodie, Amery, Gillian, Amunts, Liana, Barcroft, Anne, Castle, Amanda, Dias, Cheryl, Dowrick, Jonathan, Fair, Melissa, Fisher, Hayley, Goulding, Anna, Grewal, Adarsh, Hale, Geoff, Hilton, Andrew, Johnson, Frances, Johnston, Patricia, Kavanagh-Williamson, Thea, Kwasniewska, Magdalena, McMinn, Alison, Norman, Kim, Penrose, Jessica, Roby, Fiona, Rowland, Diane, Sargeant, John, Squire, Maggie, Stevens, Beth, Stoddart, Aldabra, Stone, Cheryl, Thompson, Tracy, Yazlik, Ozlem, Barnes, Dan, Dixon, Marie, Hillman, Jaya, Mitchell, Joanne, Villis, Laura and Rowe, James B. 2016. Ageing increases reliance on sensorimotor prediction through structural and functional differences in frontostriatal circuits. Nature Communications 7 , 13034. 10.1038/ncomms13034
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Henson, Richard N., Campbell, Karen L., Davis, Simon W., Taylor, Jason R., Emery, Tina, Erzinclioglu, Sharon, Tyler, Lorraine K., Brayne, Carol, Bullmore, Edward T., Calder, Andrew C., Cusack, Rhodri, Dalgleish, Tim, Duncan, John, Matthews, Fiona E., Marslen-Wilson, William D., Rowe, James B., Shafto, Meredith A., Cheung, Teresa, Geerligs, Linda, McCarrey, Anna, Mustafa, Abdur, Price, Darren, Samu, David, Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326, Tsvetanov, Kamen A., van Belle, Janna, Williams, Nitin, Bates, Lauren, Gadie, Andrew, Gerbase, Sofia, Georgieva, Stanimira, Hanley, Claire, Parkin, Beth, Troy, David, Auer, Tibor, Correia, Marta, Gao, Lu, Green, Emma, Henriques, Rafael, Allen, Jodie, Amery, Gillian, Amunts, Liana, Barcroft, Anne, Castle, Amanda, Dias, Cheryl, Dowrick, Jonathan, Fair, Melissa, Fisher, Hayley, Goulding, Anna, Grewa, Adarsh, Hale, Geoff, Hilton, Andrew, Johnson, Frances, Johnston, Patricia, Kavanagh-Williamson, Thea, Kwasniewska, Magdalena, McMinn, Alison, Norman, Kim, Penrose, Jessica, Roby, Fiona, Rowland, Diane, Sargeant, John, Squire, Maggie, Stevens, Beth, Stoddart, Aldabra, Stone, Cheryl, Thompson, Tracy, Yazlik, Ozlem, Barnes, Dan, Dixon, Marie, Hillman, Jaya, Mitchell, Joanne, Villis, Laura and Kievit, Rogier A. 2016. Multiple determinants of lifespan memory differences. Scientific Reports 6 , 32527. 10.1038/srep32527
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Treder, Matthias S. ORCID: https://orcid.org/0000-0001-5955-2326, Porbadnigk, Anne K., Avarvand, Forooz Shahbazi, Mueller, Klaus-Robert and Blankertz, Benjamin 2016. The LDA beamformer: Optimal estimation of ERP source time series using linear discriminant analysis. NeuroImage 129 , pp. 279-291. 10.1016/j.neuroimage.2016.01.019

Hwang, Han-Jeong, Ferreria, Valeria Y., Ulrich, Daniel, Kilic, Tayfun, Chatziliadis, Xenofon, Blankertz, Benjamin and Treder, Matthias ORCID: https://orcid.org/0000-0001-5955-2326 2015. A gaze independent brain-computer interface based on visual stimulation through closed eyelids. Scientific Reports 5 , 15890. 10.1038/srep15890
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Treder, M. S. ORCID: https://orcid.org/0000-0001-5955-2326, Purwins, H., Miklody, D., Sturm, I. and Blankertz, B. 2014. Decoding auditory attention to instruments in polyphonic music using single-trial EEG classification. Journal of Neural Engineering 11 (2) , 026009. 10.1088/1741-2560/11/2/026009

Sonnleitner, Andreas, Treder, Matthias Sebastian ORCID: https://orcid.org/0000-0001-5955-2326, Simon, Michael, Willmann, Sven, Ewald, Arne, Buchner, Axel and Schrauf, Michael 2014. EEG alpha spindles and prolonged brake reaction times during auditory distraction in an on-road driving study. Accident Analysis and Prevention 62 , pp. 110-118. 10.1016/j.aap.2013.08.026

This list was generated on Mon Feb 24 06:27:10 2025 GMT.


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