Neurology

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  • Metapred: Meta-learning for clinical risk prediction with limited patient electronic health records

    Zhang, X. S., Tang, F., Dodge, H. H., Zhou, J. & Wang, F., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 2487-2495 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    75 Scopus citations

  • Microfluidic device and culture platform for the observation and control of axonal growth and axonal organelle transport of rat hippocampal neurons

    Barbati, A. C., Fang, C., Banker, G. & Kirby, B. J., 2009, Proceedings of Conference, MicroTAS 2009 - The 13th International Conference on Miniaturized Systems for Chemistry and Life Sciences. Chemical and Biological Microsystems Society, p. 481-483 3 p. (Proceedings of Conference, MicroTAS 2009 - The 13th International Conference on Miniaturized Systems for Chemistry and Life Sciences).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • MobileRF: A robust device-free tracking system based on ahybrid neural network HMM classifier

    Paul, A. S., Wan, E. A., Adenwala, F., Schafermeyer, E., Preiser, N., Kaye, J. & Jacobs, P. G., 2014, UbiComp 2014 - Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing. Association for Computing Machinery, Inc, p. 159-170 12 p. (UbiComp 2014 - Proceedings of the 2014 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    25 Scopus citations

  • Mobility assessment using event-related responses

    Pavel, M., Adami, A., Morris, M., Lundell, J., Hayes, T. L., Jimison, H. & Kaye, J. A., 2006, Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006. p. 71-74 4 p. 1624800. (Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    16 Scopus citations

  • Model-based inference of cognitive processes from unobtrusive gait velocity measurements

    Austin, D., Leen, T., Hayes, T. L., Kaye, J., Jimison, H., Mattek, N. & Pavel, M., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 5230-5233 4 p. 5626276. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    4 Scopus citations

  • Monitoring computer interactions to detect early cognitive impairment in elders

    Jimison, H., Jessey, N., McKanna, J., Zitzelberger, T. & Kaye, J., 2006, Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006. p. 75-78 4 p. 1624801. (Conference Proceedings - 1st Transdisciplinary Conference on Distributed Diagnosis and Home Healthcare, D2H2 2006; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Scopus citations

  • Monitoring human melanocytic cell responses to piperine using multispectral imaging

    Samatham, R., Phillips, K. G., Sonka, J., Yelma, A., Reddy, N., Vanka, M., Thuillier, P., Soumyanath, A. & Jacques, S., 2011, Photonic Therapeutics and Diagnostics VII. 788309. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 7883).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • On visually evoked potentials in eeg induced by multiple pseudorandom binary sequences for brain computer interface design

    Nezamfar, H., Orhan, U., Erdogmus, D., Hild, K. E., Purwar, S., Oken, B. & Fried-Oken, M., 2011, 2011 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011 - Proceedings. p. 2044-2047 4 p. 5946914. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    12 Scopus citations

  • Optimal modality selection using information transfer rate for event related potential driven brain computer interfaces

    Koçanaogullarl, A., Akçakaya, M., Oken, B. & Erdomuş, D., Jun 30 2020, 13th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2020 - Conference Proceedings. Association for Computing Machinery, p. 9-15 7 p. 3389197. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • OPTIMIZE WAV2VEC2S ARCHITECTURE FOR SMALL TRAINING SET THROUGH ANALYZING ITS PRE-TRAINED MODELS ATTENTION PATTERN

    Chen, L., Asgari, M. & Dodge, H. H., 2022, 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7112-7116 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2022-May).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Scopus citations

  • Postural compensation for vestibular loss

    Horak, F. B., May 2009, Basic and Clinical Aspects of Vertigo and Dizziness. Blackwell Publishing Inc., p. 76-81 6 p. (Annals of the New York Academy of Sciences; vol. 1164).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    65 Scopus citations

  • Quantifying freezing of gait in Parkinson's disease during the instrumented timed up and go test

    Mancini, M., Priest, K. C., Nutt, J. G. & Horak, F. B., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 1198-1201 4 p. 6346151. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    50 Scopus citations

  • Reconstructability analysis of genetic loci associated with Alzheimer disease

    Kramer, P., Westaway, S. K., Zwick, M. & Shervais, S., 2012, 6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012. p. 2104-2110 7 p. 6505196. (6th International Conference on Soft Computing and Intelligent Systems, and 13th International Symposium on Advanced Intelligence Systems, SCIS/ISIS 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • RSVP keyboard: An EEG based typing interface

    Orhan, U., Hild, K. E., Erdogmus, D., Roark, B., Oken, B. & Fried-Oken, M., 2012, 2012 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2012 - Proceedings. p. 645-648 4 p. 6287966. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    93 Scopus citations

  • Second generation complementary and alternative medicine physiologic data collection and monitoring research platform

    Ellingson, R. M., Eriksen, K. J., Schaller, J. J., Zajdel, D. P., Kudura, A. G. & Oken, B. S., 2008, Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08. IEEE Computer Society, p. 1270-1273 4 p. 4649395. (Proceedings of the 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'08 - "Personalized Healthcare through Technology").

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    3 Scopus citations

  • Social Robots to Support Assisted Living for Persons with Alzheimer’s and Related Dementias

    Morris, T., Dodge, H., Cerel-Suhl, S. & Zhao, X., 2022, Social Robotics - 14th International Conference, ICSR 2022, Proceedings. Cavallo, F., Cabibihan, J-J., Fiorini, L., Sorrentino, A., He, H., Liu, X., Matsumoto, Y. & Ge, S. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 228-237 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13818 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Step Count Standardization: Validation of Step Counts from the Withings Activite using PiezoRxD and wGT3X-BT

    Au-Yeung, W. T. M., Kaye, J. A. & Beattie, Z., Jul 2020, 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society: Enabling Innovative Technologies for Global Healthcare, EMBC 2020. Institute of Electrical and Electronics Engineers Inc., p. 4608-4611 4 p. 9176511. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2020-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    10 Scopus citations

  • Supervised and unsupervised feature selection for inferring social nature of telephone conversations from their content

    Stark, A., Shafran, I. & Kaye, J., 2011, 2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings. p. 449-454 6 p. 6163973. (2011 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2011, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • SVM to detect the presence of visitors in a smart home environment

    Petersen, J., Larimer, N., Kaye, J. A., Pavel, M. & Hayes, T. L., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 5850-5853 4 p. 6347324. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    31 Scopus citations

  • The exploration & forensic analysis of computer usage data in the elderly

    Hatt, W. J., Vanbaak, E. A., Jimison, H. B., Hagler, S., Hayes, T. L., Pavel, M. & Kaye, J., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 1216-1219 4 p. 5333084. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    2 Scopus citations

  • The Impact of Freezing of Gait on Balance Perception and Mobility in Community-Living with Parkinson'S Disease

    Mancini, M., Curtze, C., Stuart, S., El-Gohary, M., McNames, J., Nutt, J. G. & Horak, F. B., Oct 26 2018, 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2018. Institute of Electrical and Electronics Engineers Inc., p. 3040-3043 4 p. 8512910. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS; vol. 2018-July).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    12 Scopus citations

  • Topic-based measures of conversation for detecting mild cognitive impairment

    Chen, L., Dodge, H. H. & Asgari, M., 2020, ACL 2020 - Natural Language Processing for Medical Conversations, Proceedings of the Workshop. Association for Computational Linguistics (ACL), p. 63-67 5 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    8 Scopus citations

  • Turn detection and characterization with inertial sensors

    Pearson, S., Mancini, M., El-Gohary, M., McNames, J. & Horak, F., 2013, icSPORTS 2013 - Proceedings of the International Congress on Sports Science Research and Technology Support. SciTePress, p. 19-22 4 p. (icSPORTS 2013 - Proceedings of the International Congress on Sports Science Research and Technology Support).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    7 Scopus citations

  • Unobtrusive assessment of mobility

    Pavel, M., Hayes, T. L., Adami, A., Jimison, H. & Kaye, J., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 6277-6280 4 p. 4030360. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    24 Scopus citations

  • Unobtrusive assessment of walking speed in the home using inexpensive PIR sensors

    Hayes, T. L., Hagler, S., Austin, D., Kaye, J. & Pavel, M., 2009, Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009. IEEE Computer Society, p. 7248-7251 4 p. 5334746. (Proceedings of the 31st Annual International Conference of the IEEE Engineering in Medicine and Biology Society: Engineering the Future of Biomedicine, EMBC 2009).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    40 Scopus citations

  • Unobtrusive classification of sleep and wakefulness using load cells under the bed

    Austin, D., Beattie, Z. T., Riley, T., Adami, A. M., Hagen, C. C. & Hayes, T. L., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 5254-5257 4 p. 6347179. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    18 Scopus citations

  • Unobtrusive monitoring of the longitudinal evolution of in-home gait velocity data with applications to elder care

    Austin, D., Hayes, T. L., Kaye, J., Mattek, N. & Pavel, M., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6495-6498 4 p. 6091603. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    18 Scopus citations

  • Upper limb joint angle tracking with inertial sensors

    El-Gohary, M., Holmstrom, L., Huisinga, J., King, E., McNames, J. & Horak, F., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 5629-5632 4 p. 6091362. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    47 Scopus citations

  • Use of galvanic vestibular feedback for a balance prosthesis

    Peterka, R. J., 2012, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2012. p. 6137-6140 4 p. 6347394. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    9 Scopus citations

  • Vibrotactile biofeedback improves tandem gait in patients with unilateral vestibular loss

    Horak, F. B., Dozza, M., Peterka, R., Chiari, L. & Wall, C., May 2009, Basic and Clinical Aspects of Vertigo and Dizziness. Blackwell Publishing Inc., p. 279-281 3 p. (Annals of the New York Academy of Sciences; vol. 1164).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    44 Scopus citations