Publications

Select Journals

  1. Asman P, Prabhu S, Bastos D, Tummala S, Bhavsar S, McHugh TM, Ince NF, “Unsupervised machine learning can delineate central sulcus by using the spatiotemporal characteristic of somatosensory evoked potentials“. Journal of Neural Engineering, Volume 18, Number 4 (2021). doi:10.1088/1741-2552/abf68a.
  2. Ozturk M, Viswanathan A, Sheth SA, Ince NF, et al. “Electroceutically induced subthalamic high-frequency oscillations and evoked compound activity may explain the mechanism of therapeutic stimulation in Parkinson’s disease“. Commun Biol 4, 393 (2021). doi:10.1038/s42003-021-01915-7.
  3. Ozturk M, Telkes I, Jimenez-Shahed J, Viswanathan A, Tarakad A, Kumar S, Sheth SA, Ince NF. “Randomized, Double-Blind Assessment of LFP Versus SUA Guidance in STN-DBS Lead Implantation: A Pilot Study“. Front Neurosci. 2020;14:611. doi: 10.3389/fnins.2020.00611.
  4. Ozturk M, Kaku H, Jimenez-Shahed J, Viswanathan A, Sheth SA, Kumar S, Ince NF. “Subthalamic Single Cell and Oscillatory Neural Dynamics of a Dyskinetic Medicated Patient With Parkinson’s Disease“. Front Neurosci. 2020;14:391. doi=10.3389/fnins.2020.00391.
  5. Jiang T, Pellizzer G, Asman P, Bastos D, Bhavsar S, Tummala S, Prabhu S, Ince NF. “Power Modulations of ECoG Alpha/Beta and Gamma Bands Correlate With Time-Derivative of Force During Hand Grasp“. Front Neurosci. 2020;14:100. https://doi.org/10.3389/fnins.2020.00100.
  6. Ozturk M, Abosch A, Francis D, Wu J, Jimenez-Shahed J, Ince NF. “Distinct subthalamic coupling in the ON state describes motor performance in Parkinson’s disease“. Mov Disord. 2020 Jan;35(1):91-100. doi: 10.1002/mds.27800.
  7. Kaku H., Ozturk M., Viswanathan A., Shahed J., Sheth S., Kumar S., et al. (2019b). “Unsupervised clustering reveals spatially varying single neuronal firing patterns in the subthalamic nucleus of patients with Parkinson’s disease“. Clin. Park Relat. Disord. 3:100032 10.1101/863464. doi: 10.1101/863464.
  8. Telkes I, Viswanathan A, Jimenez-Shahed J, Abosch A, Ozturk M, Gupte A, Jankovic J, Ince NF. “Local field potentials of subthalamic nucleus contain electrophysiological footprints of motor subtypes of Parkinson’s disease“. Proc Natl Acad Sci U S A. 2018 Sep 4;115(36):E8567-E8576. doi: 10.1073/pnas.1810589115.
  9. Jiang T, Liu S, Pellizzer G, Aydoseli A, Karamursel S, Sabanci PA, Sencer A, Gurses C, Ince NF. “Characterization of Hand Clenching in Human Sensorimotor Cortex Using High-, and Ultra-High Frequency Band Modulations of Electrocorticogram“. Front Neurosci. 2018 Feb 27;12:110. doi: 10.3389/fnins.2018.00110.
  10. Liu S, Gurses C, Sha Z, Quach MM, Sencer A, Bebek N, Curry DJ, Prabhu S, Tummala S, Henry TR, Ince NF. “Stereotyped high-frequency oscillations discriminate seizure onset zones and critical functional cortex in focal epilepsy“. Brain. 2018 Mar 1;141(3):713-730. doi: 10.1093/brain/awx374.
  11. Liu S, Quach MM, Curry DJ, Ummat M, Seto E, Ince NF. “High-frequency oscillations detected in ECoG recordings correlate with cavernous malformation and seizure-free outcome in a child with focal epilepsy: A case report“. Epilepsia Open. 2017 Jun;2(2):267-272. doi: 10.1002/epi4.12056.
  12. Jiang T, Jiang T, Wang T, Mei S, Liu Q, Li Y, Wang X, Prabhu S, Sha Z, Ince NF. “Characterization and Decoding the Spatial Patterns of Hand Extension/Flexion using High-Density ECoG“. IEEE Trans Neural Syst Rehabil Eng. 2017 Apr;25(4):370-379. doi: 10.1109/TNSRE.2016.2647255.
  13. Telkes I, Jimenez-Shahed J, Viswanathan A, Abosch A, Ince NF. Prediction of STN-DBS “Electrode Implantation Track in Parkinson’s Disease by Using Local Field Potentials“. Front Neurosci. 2016 May 9;10:198. doi: 10.3389/fnins.2016.00198.
  14. Liu S, Sha Z , ASencer A, Aydoseli A, Bebek N, Abosch A, Henry T, Gurses C, Ince NF, “Exploring the time-frequency content of high frequency oscillations for automated prediction of seizure onset zone in epilepsy”, Journal of Neural Engineering, 2016 Apr;13(2):026026. doi: 10.1088/1741-2560/13/2/026026. Source Code.
  15. Ince NF, Gupta R, Arica S, Tewfik AH, Ashe J, Pellizzer G. “High accuracy decoding of movement target direction in non-human primates based on common spatial patterns of local field potentials“. PLoS One. 2010 Dec 21;5(12):e14384. doi:10.1371/journal.pone.0014384.
  16. Ince NF, Gupte A, Wichmann T, Ashe J, Henry T, Bebler M, Eberly L, Abosch A. “Selection of optimal programming contacts based on local field potential recordings from subthalamic nucleus in patients with Parkinson’s disease“. Neurosurgery. 2010 Aug;67(2):390-7. doi: 10.1227/01.NEU.0000372091.64824.63.
  17. Ince NF, Arica S, Tewfik A. “Classification of single trial motor imagery EEG recordings with subject adapted non-dyadic arbitrary time-frequency tilings“. J Neural Eng. 2006 Sep;3(3):235-44. doi: 10.1088/1741-2560/3/3/006.

Conference

  1. H. Kaku, M. Ozturk, A. Viswanathan, J. Jimenez-Shahed, S. Sheth and N. F. Ince, “Grouping Neuronal Spiking Patterns in the Subthalamic Nucleus of Parkinsonian Patients” 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Berlin, Germany, 2019, pp. 4221-4224. doi: 10.1109/EMBC.2019.8857418 .
  2. Priscella Asman, Tianxiao Jiang, Musa Ozturk, Juan Reyna and Nuri F. Ince, “A Low-Cost Microcontroller Based Stimulation System to Study Sensory Processing,” 2019 9th International IEEE/EMBS Conference on Neural Engineering (NER), San Francisco, CA, USA, 2019, pp. 883-886.
    doi: 10.1109/NER.2019.8716944.
  3. Tianxiao, Jiang, Hassan Siddiqui., Shruti Ray,Priscella Asman, Musa Ozturk, & Nuri First Ince. “A Portable Platform to Collect and Review Behavioral Data Simultaneously with Neurophysiological Signals. In Proceedings of 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2017. Jeju Island.
  4. Su Liu, Zhiyi Sha, Aviva Abosch, Thomas Henry, Nuri F. Ince, Identification of seizure onset zone using automatically detected spike and high-frequency oscillations in human intracranial EEG, International Workshop on Machine Learning for Understanding the Brain, 24th Signal Processing and Communication Application Conference (SIU) 2016, DOI: 10.1109/SIU.2016.7496221
  5. Tianxiao Jiang, Nuri F. Ince, Tao Jiang, M.D., Taylor Wang, Shenshen Mei, Yunlin Li, M.D, Xiaofei Wang, M.D., Zhiyi Sha, M.D. “Local Spatial Correlation Analysis of Hand Flexion/Extension using Intraoperative High-density ECoG”.37th IEEE Engineering in Medicine and Biology Conference (EMBC) 25-29 Aug. 2015. Milano, Italy. Pages: 6190 – 6193, DOI: 10.1109/EMBC.2015.7319806
  6. Su Liu, Nuri F. Ince, Aviva Abosch, Thomas R. Henry, and Zhiyi Sha. “Investigation of automatically detected high frequency oscillations (HFOs) as an early predictor of seizure onset zone”. 37th IEEE Engineering in Medicine and Biology Conference (EMBC) 25-29 Aug. 2015. Milano, Italy. Pages: 6602 – 6605, DOI: 10.1109/EMBC.2015.7319906
  7. Gianluca Meloni, A. Sen, A. Abosch and Nuri F. Ince, “Spatial Distribution of Nonlinear Interactions in Subthalamic Nucleus Local Field Potentials in Parkinson’s Disease”. 37th IEEE Engineering in Medicine and Biology Conference (EMBC) 25-29 Aug. 2015. Milano, Italy. Pages: 5557 – 5560, DOI: 10.1109/EMBC.2015.7319651
  8. Ilknur Telkes, Nuri F. Ince, I. Onaran, A. Abosch, “Spatio-Spectral Characterization of Local Field Potentials in the Subthalamic Nucleus via Multitrack Microelectrode Recordings”, 37th IEEE Engineering in Medicine and Biology Conference (EMBC) 25-29 Aug. 2015. Milano, Italy. Pages: 5561 – 5564, DOI: 10.1109/EMBC.2015.7319652
  9. Su Liu, Nuri F. Ince, Akin Sabanci, Aydin Aydoseli, Yavuz Aras, Altay Sencer, Nerses Bebek, Zhiyi Sha and Candan Gurses (2015). “Detection of High Frequency Oscillations in Epilepsy with K-means Clustering Method”. 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015, Montpellier, France. Pages: 934 – 937, DOI: 10.1109/NER.2015.7146779
  10. Tianxiao Jiang, Nuri Firat Ince, Tao Jiang, Shenshen Mei, Yunlin Li, Wang Xiaofei, Sujit Prabhu, Zhiyi Sha (2015).”Investigation of the Spatial and Spectral Patterns of Hand Extension/Flexion using High-density ECoG”.7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015, Montpellier, France. Pages: 589 – 592, DOI: 10.1109/NER.2015.7146691
  11. Telkes I, Meloni G., Sen A., Shahed J., Viswanathan A., Abosch A., Ince NF. “Intraoperative macroelectrode local field potential recordings in Essential Tremor”. 2015 7th International IEEE/EMBS Conference on Neural Engineering (NER), 2015, Montpelier, France. Pages: 276 – 279, DOI: 10.1109/NER.2015.7146613
  12. Ilknur Telkes, Nuri F. Ince, Ibrahim Onaran, Aviva Abosch (2014). “Localization of Subthalamic Nucleus Borders Using Macroelectrode Local Field Potential Recordings”. 37th IEEE Engineering in Medicine and Biology Conference (EMBC). 26-30 Aug. 2014 Chicago, USA. Pages: 2621 – 2624, DOI: 10.1109/EMBC.2014.6944160
  13. Ibrahim Onaran, Nuri F. Ince, Enis Cetin, “Baseline Regularized Sparse Spatial Filters” 2013 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 26-31, Vancouver, Canada, 2013.
  14. Ibrahim Onaran, Nuri F. Ince, “Extraction of Spatially Sparse Common Spatio-Spectral Filters with Recursive Weight Elimination” IEEE Neural Engineering Congress, San Diego, USA, Nov., 2013.
  15. Ibrahim Onaran, Nuri F. Ince, “Spatially Sparse Spatio-Spectral Filters for Feature Extraction in Brain Machine Interface Applications” 21st European Signal Processing Conference (EUSIPCO) Sept. 2013, Marrakesh, Morocco.
  16. Ibrahim Onaran, Nuri F. Ince, Aviva Abosch, Enis Cetin, “Extraction Of Sparse Spatial Filters Using Oscillating Search” 2012 IEEE International Workshop on Machine Learning for Signal Processing September 23-26, Santander, Spain, 2012.
  17. Fikri Goksu, Nuri F. Ince, “Sparse Common Spatial Patterns with Recursive Weight Elimination”, Asilomar Conference on Signals, Systems, and Computers. Nov. 6-9, 2011.
  18. Ibrahim Onaran, Nuri F. Ince, Enis Cetin, “Classification of Multichannel ECoG Related to Individual Finger Movements with Redundant Spatial Projections”, IEEE Engineering in Medicine and Biology Conf. (EMBC’11), Boston USA, Aug. 2011.
  19. Ibrahim Onaran, Nuri F. Ince , Enis Cetin, Aviva Abosch, “A Hybrid SVM/HMM based System for the State Detection of Individual Finger Movements from multichannel ECoG Signals”, IEEE Neural Engineering Congress, Cancun Mexico, 2011.
  20. Fikri Goksu, Nuri F. Ince, Ahmed H. Tewfik, “Sparse Common Spatial Patterns in Brain Computer Interface Applications”, International Conference on Acoustics, Speech, and Signal Processing (ICASSP) 2011, Prague, Czech Republic.