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PUBLICATIONS
Journal Articles
Neurosurgery
Hirase, T., Taghlabi, K.M., Cruz-Garza, J.G., Faraji, A.H., Marco, R.A. and Saifi, C., 2023. Preoperative Serum Albumin Level Predicts Length of Stay and Perioperative Adverse Events Following Vertebral Corpectomy and Posterior Stabilization for Metastatic Spine Disease. Global Spine Journal, p.21925682231163814. https://doi.org/10.1177/2192568223116381. Link online article.
Guerrero, J.R., Bhenderu, L.S., Taghlabi, K.M., Cruz-Garza, J.G., Saifi, C. and Faraji, A.H., 2022. Improvement in sagittal alignment and mechanical low-back pain following deep brain stimulation for Parkinson’s disease: illustrative case. Journal of Neurosurgery: Case Lessons, 4(17). https://doi.org/10.3171/CASE22357. Link online article.
Hirase, T., Taghlabi, K., Cruz-Garza, J., Faraji, A. and Saifi, C., 2022. P90. Racial disparities in surgical access and outcomes for oncologic spinal pathology: a multicenter study. The Spine Journal, 22(9), p.S169. https://doi.org/10.1016/j.spinee.2022.06.347. Link online article.
Guerrero, J.R., Taghlabi, K.M., Bhenderu, L.S., Cruz-Garza, J.G., Javeed, S., Dibble, C.F., Ray, W.Z. and Faraji, A.H., 2022. Incorporating Intraoperative Mechanomyography to Peripheral Nerve Decompression Surgery. Operative Neurosurgery, pp.10-1227. DOI: 10.1227/ons.0000000000000554. Link online article.
Taghlabi, K.M., Bhenderu, L.S., Guerrero, J.R., Sulhan, S., Jenson, A.V., Cruz-Garza, J.G. and Faraji, A.H., 2022. Acute aortic occlusion leading to spinal cord ischemia in a 73-year-old: A case report. Surgical Neurology International, 13. DOI: 10.25259/SNI_898_2022. Link online article.
MoBI in Virtual Response Testing
Darfler, Michael, Jesus G. Cruz-Garza, and Saleh Kalantari. “An EEG-Based Investigation of the Effect of Perceived Observation on Visual Memory in Virtual Environments.” Brain Sciences 12, no. 2 (2022): 269.
Cruz-Garza, Jesus G., Michael Darfler, James D. Rounds, Elita Gao, and Saleh Kalantari. “EEG-based investigation of the impact of room size and window placement on cognitive performance.” Journal of Building Engineering (2022): 104540.
Kalantari, S., Rounds, J.D., Kan, J., Tripathi, V. and Cruz-Garza, J.G., 2021. Comparing physiological responses during cognitive tests in virtual environments vs. in identical real-world environments. Scientific Reports, 11(1), p.10227. https://doi.org/10.1038/s41598-021-89297-y
Wayfinding and Spatial Navigation in Virtual Reality with MoBI
Kalantari, Saleh, Vidushi Tripathi, Julia Kan, James D. Rounds, Armin Mostafavi, Robin Snell, and Jesus G. Cruz-Garza. “Evaluating the impacts of color, graphics, and architectural features on wayfinding in healthcare settings using EEG data and virtual response testing.” Journal of Environmental Psychology 79 (2022): 101744. https://doi.org/10.1016/j.jenvp.2021.101744
Zhu, B., Cruz-Garza, J.G., Yang, Q., Shoaran, M. and Kalantari, S., 2022. Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study. Advanced Engineering Informatics, 54, p.101718. https://doi.org/10.1016/j.aei.2022.101718. BioRxiv doi: https://doi.org/10.1101/2021.12.14.453704.
Rounds, James D., Jesus Gabriel Cruz-Garza, and Saleh Kalantari. “Using Posterior EEG Theta Band to Assess the Effects of Architectural Designs on Landmark Recognition in an Urban Setting.” Frontiers in Human Neuroscience 14 (2020): 537. https://doi.org/10.3389/fnhum.2020.584385
Link online article.
Standards and Regulation for mobile EEG technology
Paek, Andrew Y., Justin A. Brantley, Akshay S. Ravindran, Kevin Nathan, Yongtian He, David Eguren, Jesus G. Cruz-Garza et al. “A Roadmap towards Standards for Neurally Controlled End Effectors.” IEEE open journal of engineering in medicine and biology 2 (2021). https:/doi.org/10.1109/OJEMB.2021.3059161
EEG Technology Evaluation in Art Museum
Cruz-Garza, Jesus G., Justin A. Brantley, Sho Nakagome, Kimberly Kontson, Murad Megjhani, Dario Robleto, and Jose Luis Contreras-Vidal. “Deployment of Mobile EEG Technology in an Art Museum Setting: Evaluation of Signal Quality and Usability.” Frontiers in human neuroscience 11 (2017): 527.
Link online article.
Powered Exoskeletons for Spinal Cord Injury.
Contreras-Vidal, Jose L., Nikunj A Bhagat, Justin Brantley, Jesus G. Cruz-Garza, Yongtian He, Quinn Manley, Sho Nakagome, et al. 2016. “Powered Exoskeletons for Bipedal Locomotion after Spinal Cord Injury.” Journal of Neural Engineering 13 (3): 031001.
Link Online Article.
Your Brain on Art: Cortical Dynamics
Ramírez-Moreno, M.A., Cruz-Garza, J.G., Acharya, A., Chatufale, G., Witt, W., Gelok, D., Reza, G. and Contreras-Vidal, J.L., 2022. Brain-to-brain communication during musical improvisation: a performance case study. F1000Research, 11(989), p.989.
Cruz-Garza, J.G., Sujatha Ravindran, A., Kopteva, A.E., Rivera Garza, C. and Contreras-Vidal, J.L., 2020. Characterization of the Stages of Creative Writing With Mobile EEG Using Generalized Partial Directed Coherence. Frontiers in Human Neuroscience, 14, p.533. https://doi.org/10.3389/fnhum.2020.577651
Link online article.
Kontson, Kimberly L., Murad Megjhani, Justin A. Brantley, Jesus G. Cruz-Garza,Sho Nakagome, Dario Robleto, Michelle White, Eugene Civillico, and Jose L. Contreras-Vidal. “Your Brain on Art: Emergent Cortical Dynamics During Aesthetic Experiences.” Frontiers in Human Neuroscience 9 (November): 626.
Link online article.
Ravindran, Akshay Sujatha, Aryan Mobiny, Jesus G Cruz-Garza, Andrew Paek, Anastasiya Kopteva, and Jose Luis Contreras-Vidal. “Assaying neural activity of children during video game play in public spaces: A Deep Learning Approach.” Journal of neural engineering (2019).
Link online article.
Neural Decoding of Intent in Freely-Behaving Infants
Cruz-Garza, Jesus G., Zachery R. Hernandez, Teresa Tse, Eunice Caducoy, Berdakh Abibullaev, and Jose L. Contreras-Vidal. 2015. “A Novel Experimental and Analytical Approach to the Multimodal Neural Decoding of Intent During Social Interaction in Freely-Behaving Human Infants.” Journal of Visualized Experiments: JoVE, no. 104 (October). doi:10.3791/53406.
Link online article.
Neural Decoding of Expressive Movement
Cruz-Garza, Jesus G.,Zachery R. Hernandez, Sargoon Nepaul, Karen K. Bradley, and Jose L. Contreras-Vidal. 2014. “Neural Decoding of Expressive Human Movement from Scalp Electroencephalography (EEG).” Frontiers in Human Neuroscience 8 (April): 188.
Link online article.
Conference Articles, ful length peer-reviewed
The experience of space in Virtual Reality
Xu, T., Zhao, T., Cruz-Garza, J.G., Bhattacharjee, T., Kalantari, S. (2022). Evaluating Human-in-the-Loop Assistive Feeding Robots Under Different Levels of Autonomy with VR Simulation and Physiological Sensors. In: , et al. Social Robotics. ICSR 2022. Lecture Notes in Computer Science(), vol 13818. Springer, Cham. https://doi.org/10.1007/978-3-031-24670-8_28. Link online article.
Qi Yang, Jesus G. Cruz-Garza, Saleh Kalantari. MindSculpt: Using Brain-Computer Interface to Enable Designers to Create Diverse Geometries by Thinking. ACADIA 2021 Conference, Realignments: Toward Critical Computation. 2021. Link to online article. Full text available in ArXiv.
Qi Yang, Jesus G. Cruz-Garza, Saleh Kalantari. MindOpen-Prototyping Real-time BCI for Designers in Virtual Reality based on Self-chosen Motor Imagery. 8th International BCI Meeting. 2-I-43. pp 109. 2021. Link to online article.
Saleh Kalantari, Jose L. Contreras-Vidal, Joshua Stanton Smith, Jesus G. Cruz-Garza, Pamela Banner. Evaluating Educational Settings through Biometric Data and Virtual Response Testing. ACADIA, 2018. Link to online article.
Decoding expressive movement: challenges and opportunities
Contreras-Vidal, Jose L., Jesus Cruz-Garza, and Anastasiya Kopteva. “Towards a whole body brain-machine interface system for decoding expressive movement intent Challenges and Opportunities.” In Brain-Computer Interface (BCI), 2017 5th International Winter Conference on, pp. 1-4. IEEE, 2017. Link online article.
Decoding intentional actions in Freely-Behaving Infants
Hernandez, Zachery R., Jesus G. Cruz-Garza,Teresa Tse, and Jose L. Contreras-Vidal. 2014. “Decoding of Intentional Actions from Scalp Electroencephalography (EEG) in Freely-Behaving Infants.” Conference Proceedings: 2014 Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2014: 2115–18.
Link online article.
Your Brain on Art: Cortical Dynamics
Delgadillo, Majo, Jesús G. Cruz-Garza, Cristina Rivera Garza. “Body is Other: Mediations and Translations in Creative Writing and Neuroaesthetics”. International Graphonomics Conference (Your Brain on Art): Graphonomics and Your Brain on Art, Innovation, and Creativity. International Graphonomics Society. Cancun, Mexico. June 10, 2019.
Cruz-Garza, Jesus G., Akshay S. Ravindran, Cristina Rivera Garza, Jose L. Contreras-Vidal. “Characterizing the stages of creative writing from frontal and temporal mobile EEG data using Partial Directed Coherence”. International Graphonomics Conference (Your Brain on Art): Graphonomics and Your Brain on Art, Innovation, and Creativity. International Graphonomics Society. Cancun, Mexico. June 10, 2019.
José Contreras-Vidal, Cruz-Garza Jesus G, Dario Robleto, Rebecca Valls, Woodrow Witt. “The Museum As a Laboratory: Understanding Brain Responses in Action and in Context Using Mobile Brain-Body Imaging”. 2019 41st Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC). Berlin, GE. July 24, 2019.
Link online article.
doctoral dissertation
Cruz Garza, J.G., 2019. Neural Characterization of the Improvisational Creative Process. Doctoral dissertation. University of Houston. https://uh-ir.tdl.org/handle/10657/5654
Datasets
Mobile EEG Recordings in an Art Museum
Cruz-Garza, Jesus G., Justin A Brantley, Sho Nakagome, Kim Kontson, Dario Robleto, Jose L. Contreras-Vidal. “Mobile EEG Recordings in an Art Museum Setting.” December 2017. doi: 10.21227/H2TM00
Link online article.
Mobile brain-Body Imaging Dataset in Creative Video Game Play by Children
Akshay Sujatha Ravindran, Jesus G. Cruz-Garza, Anastasiya Kopteva, Andrew Paek, Aryan Mobiny, Zachary Hernandez, Jose Luis Contreras-Vidal . “Multi-modal mobile brain-body imaging (MoBI) dataset for assaying neural and head movement responses associated with creative video game play in children .” December 2017. doi: 10.21227/H23W88
Link online article.
Books
Contreras-Vidal, Jose L., Dario Robleto, Jesus G. Cruz-Garza, José M. Azorín, and Chang S. Nam (eds). Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation and Creativity. Springer Series on Bio- and Neurosystems. Springer, 2019.
Link to eBook.
Jesús G. Cruz-Garza, Mauricio Patron Rivera, Elmer Villalobos, Tanner Cormeens, Laura Lucía Quintón, Sababa Chowdhury, Daniellie Itati Silva, Laura Gillespie, Mireya Soledad Jamal, Russey Enrique Esponoza López. “Bienvenido: You Have Been Transported.” Publisher: Canal Press, Houston TX. Programa de Escritura Creativa, PhD in Hispanic Studies, University of Houston. Editors: Cristina Rivera Garza, Majo Delgadillo. December 2018.
Link to eBook.
Book Chapters
Nakagome, Sho, Alex Craik, Akshay Sujatha Ravindran, Yongtian He, Jesus G. Cruz-Garza, and Jose L. Contreras-Vidal. “Deep learning methods for EEG neural classification”. Handbook of Neuroengineering. Publisher: Springer Nature Switzerland AG. Editor: Nitish V. Thakor. 2022. Link to eBook.
Contreras-Vidal, Jose L., Dario Robleto, and Jesus G. Cruz-Garza. “Towards a Roadmap for Neuroaesthetics.” In Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation and Creativity, pp. 215-220. Springer, Cham, 2019.
Link to eBook.
Contreras-Vidal, Jose L., Jesus G. Cruz-Garza, Dario Robleto, José M. Azorín, and Chang S. Nam. “Introduction: The Confluence of Art, Neuroscience, and Creativity Through Mobile Brain–Body Imaging.” In Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation and Creativity, pp. 1-3. Springer, Cham, 2019.
Link to eBook.
Cruz-Garza, Jesus G., Anastasiya E. Kopteva, Jo Ann Fleischhauer, and Jose L. Contreras-Vidal. “Into the Mind of an Artist: Convergent Research at the Nexus of Art, Science, and Technology.” In Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation and Creativity, pp. 61-74. Springer, Cham, 2019.
Link to eBook.
Cruz-Garza, Jesus G., Girija Chatufale, Dario Robleto, Jose L. Contreras-Vidal, “Your Brain on Art: A new paradigm to study artistic creativity based on the Exquisite Coprse using Mobile Brain-body Imaging.” Brain-Computer Interfaces for Artistic Expression. Publisher: Springer Nature Switzerland AG. Editor: Anton Nijholt. 2019. In press.
Link to eBook.
Todd, Eric, Jesus G. Cruz-Garza, Austin Moreau, James Templeton, Dr. Jose Luis Contreras-Vidal. “Self-Conscience/Physical Memory: An immersive, kinetic art installation driven by real-time and archival EEG signals”. Brain-Computer Interfaces for Artistic Expression. Publisher: Springer Nature Switzerland AG. Editor: Anton Nijholt. 2019. In press.
Link to eBook.
Cruz-Garza, Jesus G. “Re-sincronzación entre la lectura, el cuerpo, y el espacio”. Bienvenido: You Have Been Transported. Publisher: Canal Press, Houston TX. Programa de Escritura Creativa, PhD in Hispanic Studies, University of Houston. Editors: Cristina Rivera Garza, Majo Delgadillo. December 2018.
Link to eBook.
Meeting Abstracts and Poster Presentations
Cruz-Garza, Jesus, James Rounds, Joshua Smith, Saleh Kalantari. “Cognitive Performance in Immersive Virtual Environments: Initial Assessment on Behavioral and Physiological Outcomes”. http://anfa.ucsd.edu/talks4.html. The Academy of Neuroscience for Architecture: ANFA 2020 Virtual Conference. September 14-25. University of California San Diego, CA.
Cruz-Garza, Jesus, James Rounds, Joshua Smith, Saleh Kalantari. “Immersive Virtual Environments and Physical Built Environments: Consistent cognitive performance and physiological metrics.” MoBI 2020-2021 4th International Mobile Brain/Body Imaging Conference, La Jolla, CA.
Rounds, James, Jesus Cruz-Garza, Michael Darfler, Saleh Kalantari. “Neural Decoding of the Landmark Recognition Process in Urban Settings”. MoBI 2020-2021 4th International Mobile Brain/Body Imaging Conference, La Jolla, CA.
Acharya, Akanksha, Jesus Cruz-Garza, Mauricio Ramírez-Moreno, Cristina Rivera Garza, Jose Contreras-Vidal. “ Inter-Brain Synchrony in a Creative Writing Workshop”. MoBI 2020-2021 4th International Mobile Brain/Body Imaging Conference, La Jolla, CA.
Abigail Turcheck, Jesus G. Cruz-Garza, Dr. Jose Luis Contreras-Vidal. Machine Learning-Based data analysis of a longitudinal EEG study of the creative process. 2020 Emerging Researchers National (ERN) Conference in STEM. February 6-8, 2020. Washington Marriott Wardman Park hotel in Washington, DC.
Link pdf.
Jesus G. Cruz-Garza, Akshay Sujatha Ravindran, Cristina Rivera Garza, Jose L. Contreras-Vidal. “Modulation of EEG partial directed coherence in creative writing.” Neuroscience Outreach and Education. Neuroscience 2019, Chicago IL. Society for Neuroscience (SfN). October 19, 2019.
Link pdf.
Jesus G. Cruz-Garza, Akanksha Acharya, Jose L. Contreras-Vidal. “Hyperscanning in the classroom: Inter-brain synchronization in a creative writing workshop”. Graduate Research Conference. University of Houston. October 15, 2019.
Alarcon, Christian Bernard, Devon E. Bellman, Jesus G. Cruz-Garza, and Jose L. Contreras Vidal. “Creating an Open-source Dataset for Longitudinal Real-world Contextual Brain Imaging Data.” In IEEE Galveston Bay Section Student Poster Session. IEEE GBS, 2019. DOI: 10.13140/RG.2.2.32011.64801
Alarcon, Christian Bernard, Devon E. Bellman, Jesus G. Cruz-Garza, and Jose L. Contreras Vidal. “Developing a Mobile Brain-body Imaging (MoBI) Dataset as a Tool to Visualize Creativity: Feasibility Testing Using Task Classification in the Alpha-band Domain.” In 2019 Biomedical Engineering Society Conference. BMES, 2019. DOI: 10.13140/RG.2.2.34542.15688
Christian Bernard Alarcon, Devon Bellman, Jesus G. Cruz-Garza, Jose Contreras-Vidal. Developing a Mobile Brain-body Imaging (MoBI) Dataset as a Tool to Visualize Creativity: Feasibility Testing Using Task Classification in the Alpha-band Domain. Biomedical Engineering Society (BMES) 2019 Annual Meeting. October 16-19 2019, Philadelphia, PA, USA.
Link pdf.
Bellman, Devon, Christian Bernard Alarcon, Jesus G. Cruz-Garza, Jose L. Contreras-Vidal. Data Collection for a Longitudinal Mobile Brain-Body Imaging (MoBI) Study of the Creative Process Over the Span of 18 Months in Real-World Settings.” Undergraduate Research Day. University of Houston. October, 2019Link pdf.
Link pdf.
Abigail Turcheck, Jesus G. Cruz-Garza, Jose L. Contreras-Vidal. Machine Learning Based Data-Analysis of a Longitudinal EEG Study of the Human Creative Process. Research Experience for Undergraduates, University of Houston. National Science Foundation (NSF) REU summer program. July 30, 2019.
Link pdf.
Hong Lin, Jose Contreras-Vidal, Thomas Wilson, Gregory Warner, Phuong Hyunt, Jesus G Cruz-Garza. Service Learning in BCI and Biological Research: Real-World Problem Solving in the Data Mining Course (CS 5310). South Gulf-Summit at the Sam Houston State University and the High Impact Practices and Service Learning Showcases at UHD. April 3, 2019. Houston, TX, USA.
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Austin Moreau, Jesus G. Cruz-Garza, Jose L. Contreras-Vidal. “Capsule Network for Automatic Feature Extraction and Classification of EEG data”. NSF Research Experience for Undergraduates, University of Houston. July 2018. Houston, TX.
Austin Moreau, Jesus G. Cruz-Garza, Jose L. Contreras-Vidal. “Using Machine Vision to Autonomously Segment Video for Mobile Brain-Body Imaging in Real World Settings.” NSF Research Experience for Undergraduates, University of Houston. July 2018. Houston, TX.
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Cruz-Garza, Jesus G.,Girija Chatufale, and J. L. Contreras-Vidal. “Examining the Improvisational Creative Process in the Visual Arts: A Mobile Brain Body Imaging Approach.” Graduate Research and Scholar Presentation, University of Houston. 2017. Houston, TX.
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Jesus G. Cruz-Garza, Anastasiya E. Kopteva, Andrew Y. Paek, Jose L. Contreras-Vidal. Your Brain on Art: Examining the neural substrate of creativity in the arts using mobile brain-body imaging. Neuroscience 2016, San Diego, CA. Novemeber 2016.
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Anastasiya E. Kopteva, Jesus G. Cruz-Garza, Jo Ann Fleischhauer, Mélanie Guirette, Jose L. Contreras-Vidal. The Creative Brain in Action and in Context: A Longitudinal Assay of the Creative Process using MoBI Technology. 2016 International Conference on Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation, and Creativity. Cancun, Mexico. July 2016.
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Cruz-Garza, JG. Anastasiya E. Kopteva, Andrew Y. Paek, Jose L. Contreras-Vidal. The Exquisite Corpse: EEG Features Associated with Art Improvisation. 2016 International Conference on Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation, and Creativity. Cancun, Mexico. July 2016.
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Arenas-Castellanos AJ, Hernandez Z, Cruz-Garza JG, Megjhani M, Abibullaev B, Prasad SRP, Tse T, Armstrong C, Long W, Contreras-Vidal JL. “A developmental analysis of behaviors related to the mirror neurom system in 6-24 months’ infants”. Cognitive Development Society 2015. Columbus, OH.
Hernandez ZR, Cruz-Garza JG, Tse T, Caducoy E, Abibullaev B, et al. Supervised Classification of Intended Behaviors Using Electroencephalography (EEG) from Freely-Behaving Infants: Early findings. 12th Annual Theoretical and Computational Neuroscience Conference; 2015 February 06; Houston, TX, USA. Houston: Gulf Coast Consortia; c2015.
Brantley JA, Kung JW, Canela M, Cruz-Garza JG, Sigora AV, Nathan K, Nakagome S, Zhang Y, Maddi RP, Zhu F, Shivaram S, Karlapudi UK, Dagaria A, Bhatia G, Hernandez Z, Yerrabandi K, Niedzwecki C, Howell J, Contreras-Vidal JL. Design of a powered exoskeleton orthotic system for children with lower limb paralysis. Mission Connect Annual Scientific Symposium; 2014 December 05; Houston, TX, USA. Houston: TIRR Foundation; c2014.
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Hernandez ZR, Tse T, Cruz-Garza JG, Contreras-Vidal JL. Decoding of Intentional Actions from Scalp Electroencephalography (EEG) in Freely Behaving Infants . 4th Annual NeuroEngineering Symposium; 2014 October 27; Houston, TX, USA. Houston: Gulf Coast Consortia. p. 7; c2014.
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Technical Reports
Cruz-Garza, Jesus G. Technical Report: Artistic Brain-Computer Interfaces. 2016 International Conference on Mobile Brain-Body Imaging and the Neuroscience of Art, Innovation, and Creativity. July 2016.
Cruz Garza JG.Technical Report: Improving the Performance of Insertion Loss Measurements in Single Mode Optical Fiber Reference Connectors: A geometrical approach. Reynosa, Mexico: Corning Cable Systems, Corning Inc; December 2012.
Cruz Garza JG.Technical Report: Characterization of mass fusion optical fiber splicing. Reynosa, Mexico: Corning Cable Systems, Corning Inc; August 2012.
Saleh Kalantari, James D. Rounds, Vidushi Tripathi, Julia Kan, Jesus G. Cruz-Garza. Physiological responses in immersive virtual environments vs. identical real-world environments. 2021.
In review.