Grossman lab Publications


Spine injuries sustained by U.S. military personnel in combat are different from non-combat spine injuries
Szuflita, NS, Neal, CJ, Rosner, MK, Frankowski, RF & Grossman, RG 2016, Military Medicine, vol 181, no. 10, pp. 1314-1323. DOI:

Three-dimensional printing of anatomically accurate, patient specific intracranial aneurysm models
Anderson, JR, Thompson, WL, Alkattan, AK, Diaz, O, Klucznik, R, Zhang, YJ, Britz, GW, Grossman, RG & Karmonik, C 2016, Journal of NeuroInterventional Surgery, vol 8, no. 5, pp. 517-520. DOI:

Erratum: Die AOSpine-Klassifikation thorakolumbaler Wirbelsäulenverletzungen (Zeitschrift fur Orthopadie und Unfallchirurgie (2016) 154 (35-42) DOI: 10.1055/s-0041-108266)
Kandziora, F, Schleicher, P, Schnake, KJ, Reinhold, M, Aarabi, B, Bellabarba, C, Chapman, J, Dvorak, M, Fehlings, M, Grossman, R, Kepler, CK, Öner, C, Shanmuganathan, R, Vialle, LR & Vaccaro, AR 2016, Zeitschrift fur Orthopadie und Unfallchirurgie, vol 154, no. 2, pp. 192-194. DOI:

Design and optimization of an EEG-based brain machine interface (BMI) to an upper-limb exoskeleton for stroke survivors
Bhagat, NA, Venkatakrishnan, A, Abibullaev, B, Artz, EJ, Yozbatiran, N, Blank, AA, French, J, Karmonik, C, Grossman, RG, OMalley, MK, Francisco, GE & Contreras-Vidal, JL 2016, Frontiers in Neuroscience, vol 10, no. MAR, 122. DOI:

Globus pallidus internus neuronal activity: a comparative study of linear and non-linear features in patients with dystonia or Parkinson’s disease
Alam, M, Sanghera, MK, Schwabe, K, Lütjens, G, Jin, X, Song, J, von Wrangel, C, Stewart, RM, Jankovic, J, Grossman, RG, Darbin, O & Krauss, JK 2016, Journal of Neural Transmission, vol 123, no. 3, pp. 231-240. DOI:

A robust adaptive denoising framework for real-time artifact removal in scalp EEG measurements
Kilicarslan, A, Grossman, RG & Contreras-Vidal, JL 2016, Journal of Neural Engineering, vol 13, no. 2, 026013. DOI:

Die AOSpine-Klassifikation thorakolumbaler Wirbelsäulenverletzungen
Kandziora, F, Schleicher, P, Schnake, KJ, Reinhold, M, Aarabi, B, Bellabarba, C, Chapman, J, Dvorak, M, Fehlings, M, Grossman, R, Kepler, CK, Öner, C, Shanmuganathan, R, Vialle, LR & Vaccaro, AR 2016, Zeitschrift fur Orthopadie und Unfallchirurgie, vol 154, no. 1, pp. 35-42. DOI:

EEG Source Imaging Guided by Spatiotemporal Specific fMRI: Toward an Understanding of Dynamic Cognitive Processes
Nguyen, T, Potter, T, Nguyen, T, Karmonik, C, Grossman, R & Zhang, Y 2016, Neural Plasticity, vol 2016, 4182483. DOI:

Epilepsy in Historical Figures
Grossman, RG 2016, World Neurosurgery. DOI:

The effect of SOM size and similarity measure on identification of functional and anatomical regions in fMRI data
O’Driscoll, P, Merényi, E, Karmonik, C & Grossman, R 2016, . in Advances in Intelligent Systems and Computing. vol. 428, Advances in Intelligent Systems and Computing, vol. 428, Springer Verlag, pp. 251-263, 11th International on Advances in Self-Organizing Maps and Learning Vector Quantization Workshop, WSOM 2016, Houston, United States, 6-8 January. DOI:

Rationale, design and critical end points for the Riluzole in Acute Spinal Cord Injury Study (RISCIS): A randomized, double-blinded, placebo-controlled parallel multi-center trial
Fehlings, MG, Nakashima, H, Nagoshi, N, Chow, DSL, Grossman, RG & Kopjar, B 2016, Spinal Cord, vol 54, no. 1, pp. 8-15. DOI:

Relationships and redundancies of selected hemodynamic and structural parameters for characterizing virtual treatment of cerebral aneurysms with flow diverter devices
Karmonik, C, Anderson, JR, Beilner, J, Ge, JJ, Partovi, S, Klucznik, RP, Diaz, O, Zhang, YJ, Britz, GW, Grossman, RG, Lv, N & Huang, Q 2015, Journal of Biomechanics. DOI:

Quantification of velocity reduction after flow diverter placement in intracranial aneurysm: An ex vivo study with 3D printed replicas
Anderson, JR, Klucznik, R, Diaz, O, Zhang, YJ, Britz, GW, Grossman, RG & Karmonik, C 2015, . in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS. vol. 2015-November, 7320077, IEEE, pp. 7300-7303, 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2015, Milan, Italy, 25-29 August. DOI:

EEG source localization constrained by time varying fMRI
Nguyen, T, Potter, T, Karmonik, C, Grossman, R & Zhang, Y 2015, . in Engineering in Medicine and Biology Society (EMBC). vol. 2015, pp. 630-3, 2015 37th Annual International Conference of the IEEE, Milan, Italy, 25-29 August. DOI:

Quantitative comparison of hemodynamic parameters from steady and transient CFD simulations in cerebral aneurysms with focus on the aneurysm ostium
Karmonik, C , Diaz, O , Klucznik, R , Grossman, RG , Zhang, YJ , Britz, G, Lv, N & Huang, Q 2015, Journal of NeuroInterventional Surgery, vol 7, no. 5, pp. 367-372. DOI:

Validation of computational fluid dynamics methods with anatomically exact, 3D printed MRI phantoms and 4D pcMRI
Anderson, JR, Diaz, O, Klucznik, R, Zhang, YJ, Britz, GW, Grossman, RG, Lv, N, Huang, Q & Karmonik, C 2014, . in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014., 6945165, IEEE, pp. 6699-6701, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Chicago, United States, 26-30 August. DOI:

SOM and MCODE methods of defining functional clusters in MRI of the brain
ODriscoll, P, Merenyi, E, Karmonik, C & Grossman, R 2014, . in 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014., 6943695, IEEE, pp. 734-737, 2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC 2014, Chicago, United States, 26-30 August. DOI:

Defining age-related differences in outcome after traumatic spinal cord injury: Analysis of a combined, multicenter dataset
Wilson, JR, Davis, AM, Kulkarni, AV, Kiss, A, Frankowski, RF, Grossman, RG & Fehlings, MG 2014, Spine Journal, vol 14, no. 7, pp. 1192-1198. DOI:

Magnetic resonance imaging as a tool to assess reliability in simulating hemodynamics in cerebral aneurysms with a dedicated computational fluid dynamics prototype: preliminary results
Karmonik, C , Zhang, YJ , Diaz, O , Klucznik, R, Partovi, S, Grossman, RG & Britz, GW 2014, Cardiovascular diagnosis and therapy, vol 4, no. 2, pp. 207-12. DOI:

A prospective, multicenter, Phase i matched-comparison group trial of safety, pharmacokinetics, and preliminary efficacy of riluzole in patients with traumatic spinal cord injury
Grossman, RG, Fehlings, MG, Frankowski, RF, Burau, KD, Chow, DSL, Tator, C, Teng, A, Toups, EG, Harrop, JS, Aarabi, B, Shaffrey, CI, Johnson, MM, Harkema, SJ, Boakye, M, Guest, JD & Wilson, JR 2014, Journal of Neurotrauma, vol 31, no. 3, pp. 239-255. DOI: