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MS4
University of Virginia
Brain-computer interfaces, neurological signal analysis, digital signal processing, machine learning

My Ph.D. in the laboratory of Dr. Zoran Nenadic focused on using brain-computer interfaces to improve motor function after neurological injury. I plan to continue research in this area while I simultaneously pursue a career in clinical Neurology.

Dissertations:

1) C.M. McCrimmon. "Electroneurophysiological Signals for Movement-Based Brain-Computer Interface Applications". UC Irvine Electronic Theses and Dissertations. Ph.D. Dissertation, University of California, Irvine, CA, October 2017.

Peer-Reviewed Journal Articles:

1) A. Karimi-Bidhendi, O. Malekzadeh-Arasteh, M.C. Lee, C.M. McCrimmon, P.T. Wang, A. Mahajan, C.Y. Liu, Z. Nenadic, A.H. Do, P. Heydari. "CMOS ultralow power brain signal acquisition front-ends: design and human testing". IEEE Transactions on Biomedical Circuits and Systems, vol. 11, no. 5, 2017, pp. 1111-1122. PMID: 28783638.

2) P.T. Wang, C.M. McCrimmon, C.E. King, S.J. Shaw, D.E. Millet, H. Gong, L.A. Chui, C.Y. Liu, Z. Nenadic, A.H. Do. "Characterization of electrocorticogram high-gamma signal in response to varying upper extremity movement velocity". Brain Structure and Function, vol. 222, no. 8, 2017, pp. 3705-3748. PMID: 28523425.

3) C.M. McCrimmon, P.T. Wang, P. Heydari, A. Nguyen, S.J. Shaw, H. Gong, L.A. Chui, C.Y. Liu, Z. Nenadic, A.H. Do. "Electrocorticographic encoding of human gait in the leg primary motor cortex". Cerebral Cortex, vol. 28, no. 8, 2017, pp. 2752-2762. PMID: 28981644.

4) C.M. McCrimmon, J. Fu, M. Wang, L. Silva Lopes, P.T. Wang, A. Karimi-Bidhendi, C.Y. Liu, P. Heydari, Z. Nenadic, A.H. Do. "Performance assessment of a custom, portable and low-cost brain-computer interface platform". IEEE Transactions on Biomedical Engineering, vol. 64, no. 10, 2017, pp. 2313-2320. PMID: 28207382.

5) P.T. Wang, C.E. King, C.M. McCrimmon, J.J. Lin, M. Sazgar, F.P. Hsu, S.J. Shaw, D.E. Millet, L.A. Chui, C.Y. Liu, A.H. Do, Z. Nenadic. "Comparison of decoding resolution of standard and high-density electrocorticogram electrodes". Journal of Neural Engineering, vol. 13, no. 2, 2016, p. 026016. PMID: 26859341.

6) C.E. King, P.T. Wang, C.M. McCrimmon, C.C. Chou, A.H. Do, Z. Nenadic. "The feasibility of a brain-computer interface functional electrical stimulation system for the restoration of overground walking after paraplegia". Journal of NeuroEngineering and Rehabilitation, vol. 12, 2015, p. 80. PMID: 26400061.

7) C.M. McCrimmon, C.E. King, P.T. Wang, S.C. Cramer, Z. Nenadic, A.H. Do. "Brain-controlled functional electrical stimulation therapy for gait rehabilitation after stroke: a safety study". Journal of NeuroEngineering and Rehabilitation, vol. 12, 2015, p. 57. PMID: 26162751.

8) C. Mura, C.M. McCrimmon, J. Vertrees, M.R. Sawaya. "An introduction to biomolecular graphics. PLoS Computational Biology, vol. 6, no. 8, 2010, p. e1000918. PMID: 20865174.

Peer-Reviewed Conference Papers:

1) P.T. Wang, C.M. McCrimmon, P. Heydari, A.H. Do, Z. Nenadic. "Subspace-based suppression of cortical stimulation artifacts". Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018. (Accepted)

2) C.M. McCrimmon, M. Wang, L. Silva Lopes, P.T. Wang, A. Karimi-Bidhendi, C.Y. Liu, P. Heydari, Z. Nenadic, A.H. Do. "A small, portable, battery-powered brain-computer interface system for motor rehabilitation". Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016, pp. 2776-2779. PMID: 28324971.

3) P.T. Wang, K. Gandasetiawan, C.M. McCrimmon, A. Karimi-Bidhendi, C.Y. Liu, P. Heydari, Z. Nenadic, A.H. Do. "Feasibility of an ultra-low power digital signal processor platform as a basis for a fully implantable brain-computer interface system". Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016, pp. 4491-4494. PMID: 28325008.

4) A. Mahajan, A. Karimi-Bidhendi, P.T. Wang, C.M. McCrimmon, C.Y. Liu, Z. Nenadic, A.H. Do, P. Heydari. "A 64-channel ultra-low power bioelectric signal acquisition system for brain-computer interface". Proceedings of the 2015 IEEE Biomedical Circuits and Systems Conference, 2015, pp. 1-4.

5) C.M. McCrimmon, C.E. King, P.T. Wang, S.C. Cramer, Z. Nenadic, A.H. Do. "Brain-controlled functional electrical stimulation for lower-limb motor recovery in stroke survivors". Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 1247-1250. PMID: 25570191.

6) P.T. Wang, C.E. King, C.M. McCrimmon, S.J. Shaw, D.E. Millet, C.Y. Liu, L.A. Chui, Z. Nenadic, A.H. Do. "Electrocorticogram encoding of upper extremity movement duration". Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 1243-1246. PMID: 25570190.

7) C.E. King, P.T. Wang, C.M. McCrimmon, C.C. Chou, A.H. Do, Z. Nenadic. "Brain-computer interface driven functional electrical stimulation system for overground walking in spinal cord injury participant". Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014, pp. 1238-1242. PMID: 25570189.

Peer-Reviewed Book Chapters:

1) C.M. McCrimmon, P.T. Wang, Z. Nenadic, A.H. Do. "BCI-based neuroprostheses and
physiotherapies for stroke motor rehabilitation". Neurorehabilitation Technology, edited by D.J. Reinkensmeyer and V. Dietz, Springer, 2016, pp. 617-627.

Non Peer-Reviewed Articles:

1) C.M. McCrimmon. "Distance Metrics for Gamma Distributions". https://arxiv.org/abs/1802.01041 , 2018.