Publications

Publications

  1. Mak, Jennifer and Kocanaogullari, Deniz and Huang, Xiaofei and Mullen, Katie and Grattan, Emily S. and Ostadabbas, Sarah and Wittenberg, George F. and Akcakaya, Murat, (2024), A Scalable EEG-Based Spatial Neglect Detection System in Augmented Reality for Stroke Patients, Neurorehabilitation and Neural Repair (Submitted),

  2. Kocanaogullari, Deniz and Gall, Richard and Mak, Jennifer and Huang, Xiaofei and Mullen, Katie and Ostadabbas, Sarah and Wittenberg, George F. and Grattan, Emily S. and Akcakaya, Murat, (2024), Patient-Specific Visual Neglect Severity Estimation for Stroke Patients with Neglect using EEG, Journal of Neural Engineering (Submitted),

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  3. Kocanaogullari, Deniz and Gall, Richard and Akcakaya, Murat and Erdogmus, Deniz and Kubendran, Rajkumar, (2023), Corticomorphic Hybrid CNN-SNN Architecture for EEG-based Low-footprint Low-latency Auditory Attention Detection, arXiv preprint arXiv:2307.08501, IEEE TPAMI (Submitted)

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  4. Kocanaogullari, Deniz and Mak, Jennifer and Huang, Xiaofei and Kersey, Jessica and Shih, Minmei and Grattan, Emily S and Skidmore, Elizabeth R and Wittenberg, George F and Ostadabbas, Sarah and Akcakaya, Murat, (2022), Detection of Stroke-Induced Visual Neglect and Target Response Prediction Using Augmented Reality and Electroencephalography, IEEE Transactions on Neural Systems and Rehabilitation Engineering, 30 1840--1850

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  5. Kocanaogullari, Deniz and Huang, Xiaofei and Mak, Jennifer and Shih, Minmei and Skidmore, Elizabeth and Wittenberg, George F and Ostadabbas, Sarah and Akcakaya, Murat, (2021), Fine-tuning and personalization of EEG-based neglect detection in stroke patients, 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 1096--1099

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  6. Kocanaogullari, Deniz and Mak, Jennifer and Kersey, Jessica and Khalaf, Aya and Ostadabbas, Sarah and Wittenberg, George and Skidmore, Elizabeth and Akcakaya, Murat, (2020), EEG-based neglect detection for stroke patients, 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), 264--267

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  7. Kocanaogullari, Deniz and Soehner, Adriane and Akcakaya, Murat and Bendixen, Roxanna and Hartman, Amy Gore, (2024), What Goes on When the Lights Go Off? Using Machine Learning Techniques to Characterize a Child's Settling Down Period, SSRN,

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  8. Kocanaogullari, Deniz and Eksioglu, Ender M, (2019), Deep learning for MRI reconstruction using a novel projection based cascaded network, 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), 1--6

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Patents

  1. Kocanaogullari, Deniz and Akcakaya, Murat and Grattan, Emily and Wittenberg, George Frederick and Mak, Jennifer and Ostadabbas, Sarah and Huang, Xiaofei, (2023), EEG-Guided Spatial Neglect Detection System, WIPO PCT/US2023/016885,

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