Publications

Sinko, L., Regier, P., Thais Costa Macedo De Arruda, Ayaz, H., Aryal, S., Childress, A. R., & Teitelman, A. M. (2025). The Relationship Between Childhood Sexual Abuse and Executive Function for Those in Recovery from Opioid Use Disorder: A Brief Report of a Pilot Study. Journal of Family Violence. https://doi.org/10.1007/s10896-025-00876-3 Cite

Hudgins, S. N., Curtin, A., Tracy, J., & Ayaz, H. (2025). Cerebellar and subcortical interplay in cognitive dysmetria: functional network signatures associate with symptom and trait assessments across schizophrenia, bipolar II, and ADHD patients. Brain Imaging and Behavior. https://doi.org/10.1007/s11682-025-01006-9 Cite

Karwowski, W., Salvendy, G., Endsley, M., Rouse, W., Salmon, P., Stanney, K., Thatcher, A., Andre, T., Yang, J., Ayaz, H., Cakir, A., Duffy, V., Drury, C., Gao, Q., Guo, Y., Hancock, P., Marras, W. S., Rau, P., Sawyer, B., & Stanton, N. (2025). Grand challenges for human factors and ergonomics. Theoretical Issues in Ergonomics Science, 1–96. https://doi.org/10.1080/1463922X.2024.2431336 Cite

Jansen, J. O., Liptrap, E., Black, J., Stephens, S. W., Smith, T., Ayaz, H., Izzetoglu, M., Reynolds, L., Griffin, R. L., Richman, J., Valadka, A., & Holcomb, J. B. (2025). Noninvasive Monitoring of Traumatic Intracranial Hematoma Progression Using the Infrascanner: Preliminary Experience. JACEP Open, 6(2), 100091. https://doi.org/10.1016/j.acepjo.2025.100091 Cite

Regier, P. S., Hager, N. M., Gawrysiak, M., Ehmann, S., Ayaz, H., Childress, A. R., & Fan, Y. (2025). Differential large-scale network functional connectivity in cocaine-use disorder associates with drug-use outcomes. Scientific Reports, 15(1), 9636. https://doi.org/10.1038/s41598-025-91465-3 Cite Download

Costa Macedo De Arruda, T., Sinko, L., Regier, P., Tufanoglu, A., Curtin, A., Teitelman, A. M., Ayaz, H., Cronholm, P. F., & Childress, A. R. (2025). Exploring social impairment in those with opioid use disorder: linking impulsivity, childhood trauma, and the prefrontal cortex. BMC Psychiatry, 25(1), 197. https://doi.org/10.1186/s12888-025-06503-1 Cite Download

Izzetoglu, M., Dor, B. B., Black, J., Ayaz, H., Liptrap, E., Stephens, S. W., Smith, T. M., Reynolds, L., Richman, J., Valadka, A., Holcomb, J., & Jansen, J. O. (2024). Variability Reduction in NIRS Measurements for Reliable TBI Patient Monitoring. IEEE Sensors Journal, 1–1. https://doi.org/10.1109/JSEN.2024.3457905 Cite

Bikson, M., Charvet, L., Pilloni, G., Dehais, F., & Ayaz, H. (2024). Editorial: Neurotechnology for brain-body performance and health: insights from the 2022 Neuroergonomics and NYC Neuromodulation Conference. Frontiers in Neuroergonomics, 5, 1454889. https://doi.org/10.3389/fnrgo.2024.1454889 Cite

Ayaz, H., Dehais, F., Pilloni, G., Charvet, L., & Bikson, M. (2024). Editorial: Neurotechnology for sensing the brain out of the lab: methods and applications for mobile functional neuroimaging. Frontiers in Neuroergonomics, 5, 1454894. https://doi.org/10.3389/fnrgo.2024.1454894 Cite

Gramann, K., Lotte, F., Dehais, F., Ayaz, H., Vukelić, M., Karwowski, W., Fairclough, S., Brouwer, A.-M., & Roy, R. N. (2024). Editorial: Open science to support replicability in neuroergonomic research. Frontiers in Neuroergonomics, 5, 1459204. https://doi.org/10.3389/fnrgo.2024.1459204 Cite

Freet, C. S., Evans, B., Brick, T. R., Deneke, E., Wasserman, E. J., Ballard, S. M., Stankoski, D. M., Kong, L., Raja-Khan, N., Nyland, J. E., Arnold, A. C., Krishnamurthy, V. B., Fernandez-Mendoza, J., Cleveland, H. H., Scioli, A. D., Molchanow, A., Messner, A. E., Ayaz, H., Grigson, P. S., & Bunce, S. C. (2024). Ecological momentary assessment and cue-elicited drug craving as primary endpoints: study protocol for a randomized, double-blind, placebo-controlled clinical trial testing the efficacy of a GLP-1 receptor agonist in opioid use disorder. Addiction Science & Clinical Practice, 19(1), 56. https://doi.org/10.1186/s13722-024-00481-7 Cite

Barreto, C., Curtin, A., Topoglu, Y., Day-Watkins, J., Garvin, B., Foster, G., Ormanoglu, Z., Sheridan, E., Connell, J., Bennett, D., Heffler, K., & Ayaz, H. (2024). Prefrontal Cortex Responses to Social Video Stimuli in Young Children with and without Autism Spectrum Disorder. Brain Sciences, 14(5), 503. https://doi.org/10.3390/brainsci14050503 Cite Download

Mark, J. A., Curtin, A., Kraft, A. E., Ziegler, M. D., & Ayaz, H. (2024). Mental workload assessment by monitoring brain, heart, and eye with six biomedical modalities during six cognitive tasks. Frontiers in Neuroergonomics, 5, 1345507. https://doi.org/10.3389/fnrgo.2024.1345507 Cite Download

Barresi, G., Ayaz, H., Seigneur, J.-M., Di Pino, G., & Bertolaso, M. (2024). Editorial: Augmenting human experience and performance through interaction technologies. Frontiers in Psychology, 15, 1356658. https://doi.org/10.3389/fpsyg.2024.1356658 Cite

Da Silva Soares, R., Ramirez-Chavez, K. L., Tufanoglu, A., Barreto, C., Sato, J. R., & Ayaz, H. (2024). Cognitive Effort during Visuospatial Problem Solving in Physical Real World, on Computer Screen, and in Virtual Reality. Sensors, 24(3), 977. https://doi.org/10.3390/s24030977 Cite Download

Brandt-Rauf, P. W., & Ayaz, H. (2024). Occupational Health and Neuroergonomics: The Future of Wearable Neurotechnologies at the Workplace. Journal of Occupational & Environmental Medicine, 66(6), 456–460. https://doi.org/10.1097/JOM.0000000000003080 Cite

Jain, D., Huber, C. M., Patton, D. A., McDonald, C. C., Wang, L., Ayaz, H., Master, C. L., & Arbogast, K. B. (2023). Use of functional near-infrared spectroscopy to quantify neurophysiological deficits after repetitive head impacts in adolescent athletes. Sports Biomechanics, 1–15. https://doi.org/10.1080/14763141.2023.2229790 Cite

Mark, J. A., Ayaz, H., & Callan, D. E. (2023). Simultaneous fMRI and tDCS for Enhancing Training of Flight Tasks. Brain Sciences, 13(7), 1024. https://doi.org/10.3390/brainsci13071024 Cite Download

Al-Yahya, E., Esser, P., Weedon, B. D., Joshi, S., Liu, Y.-C., Springett, D. N., Salvan, P., Meaney, A., Collett, J., Inacio, M., Delextrat, A., Kemp, S., Ward, T., Izadi, H., Johansen-Berg, H., Ayaz, H., & Dawes, H. (2023). Motor learning in developmental coordination disorder: behavioral and neuroimaging study. Frontiers in Neuroscience, 17, 1187790. https://doi.org/10.3389/fnins.2023.1187790 Cite Download

Izzetoglu, M., Ben Dor, B., & Ayaz, H. (2023). Non-invasive monitoring of intracranial hemorrhage. https://patents.google.com/patent/US20230181150A1/en Cite

Parker, M. N., Burton Murray, H., Piers, A. D., Muratore, A., Lowe, M. R., Manasse, S. M., Ayaz, H., & Juarascio, A. S. (2023). Prefrontal cortex activation by binge-eating status in individuals with obesity while attempting to reappraise responses to food using functional near infrared spectroscopy. Eating and Weight Disorders - Studies on Anorexia, Bulimia and Obesity, 28(1), 34. https://doi.org/10.1007/s40519-023-01558-z Cite

Hall, P. A., Ayaz, H., Meng, G., Hudson, A., Sakib, M. N., Quah, A. C. K., Agar, T. K., Lee, J. A., Boudreau, C., & Fong, G. T. (2023). Neurocognitive and psychiatric symptoms following infection with COVID-19: Evidence from laboratory and population studies. Brain, Behavior, & Immunity - Health, 28, 100595. https://doi.org/10.1016/j.bbih.2023.100595 Cite Download

Thomas, N., Miller, A. J., Ayaz, H., & Brown, J. D. (2023). Haptic shared control improves neural efficiency during myoelectric prosthesis use. Scientific Reports, 13(1), 484. https://doi.org/10.1038/s41598-022-26673-2 Cite Download

Hall, P. A., Sakib, M. N., Hudson, A., Billawala, A., Fong, G. T., & Ayaz, H. (2023). Task-related oxygenation in the prefrontal cortex as a function of mask-wearing frequency: An empirical test using functional near-infrared spectroscopy. Neuroimage: Reports, 3(4), 100192. https://doi.org/10.1016/j.ynirp.2023.100192 Cite

Schafer, S. F., Croke, H., Kriete, A., Ayaz, H., Lewin, P. A., Von Reyn, C. R., & Schafer, M. E. (2023). A Miniature Ultrasound Source for Neural Modulation. IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 70(11), 1544–1553. https://doi.org/10.1109/TUFFC.2023.3322963 Cite

Jain, D., Graci, V., Beam, M. E., Ayaz, H., Prosser, L. A., Master, C. L., McDonald, C. C., & Arbogast, K. B. (2023). Neurophysiological and gait outcomes during a dual-task gait assessment in concussed adolescents. Clinical Biomechanics, 109, 106090. https://doi.org/10.1016/j.clinbiomech.2023.106090 Cite

Castiblanco Jimenez, I. A., Marcolin, F., Ulrich, L., Moos, S., Vezzetti, E., & Tornincasa, S. (2023). Interpreting Emotions with EEG: An Experimental Study with Chromatic Variation in VR. In S. Gerbino, A. Lanzotti, M. Martorelli, R. Mirálbes Buil, C. Rizzi, & L. Roucoules (Eds.), Advances on Mechanics, Design Engineering and Manufacturing IV (pp. 318–329). Springer International Publishing. https://doi.org/10.1007/978-3-031-15928-2_28 Cite

Ayaz, H., Baker, W. B., Blaney, G., Boas, D. A., Bortfeld, H., Brady, K., Brake, J., Brigadoi, S., Buckley, E. M., Carp, S. A., Cooper, R. J., Cowdrick, K. R., Culver, J. P., Dan, I., Dehghani, H., Devor, A., Durduran, T., Eggebrecht, A. T., Emberson, L. L., … Zhou, W. (2022). Optical imaging and spectroscopy for the study of the human brain: status report. Neurophotonics, 9(S2). https://doi.org/10.1117/1.NPh.9.S2.S24001 Cite Download

Joshi, S., Weedon, B. D., Esser, P., Liu, Y.-C., Springett, D. N., Meaney, A., Inacio, M., Delextrat, A., Kemp, S., Ward, T., Izadi, H., Dawes, H., & Ayaz, H. (2022). Neuroergonomic assessment of developmental coordination disorder. Scientific Reports, 12(1), 10239. https://doi.org/10.1038/s41598-022-13966-9 Cite Download

Kaimal, G., Carroll-Haskins, K., Topoglu, Y., Ramakrishnan, A., Arslanbek, A., & Ayaz, H. (2022). Exploratory fNIRS Assessment of Differences in Activation in Virtual Reality Visual Self-Expression Including With a Fragrance Stimulus. Art Therapy, 39(3), 128–137. https://doi.org/10.1080/07421656.2021.1957341 Cite Download

Hall, P. A., Fong, G. T., Hitchman, S. C., Quah, A. C. K., Agar, T., Meng, G., Ayaz, H., Dore, B. P., Sakib, M. N., Hudson, A., & Boudreau, C. (2022). Brain and behavior in health communication: The Canadian COVID-19 Experiences Project. Brain, Behavior, & Immunity - Health, 22, 100467. https://doi.org/10.1016/j.bbih.2022.100467 Cite Download

Di Domenico, S. I., Fournier, M. A., Rodrigo, A. H., Dong, M., Ayaz, H., Ryan, R. M., & Ruocco, A. C. (2022). Medial prefrontal activity during self-other judgments is modulated by relationship need fulfillment. Social Neuroscience, 17(3), 236–245. https://doi.org/10.1080/17470919.2022.2074135 Cite

Mark, J. A., Kraft, A. E., Ziegler, M. D., & Ayaz, H. (2022). Neuroadaptive Training via fNIRS in Flight Simulators. Frontiers in Neuroergonomics, 3. https://www.frontiersin.org/article/10.3389/fnrgo.2022.820523 Cite

Rodrigo, A. H., Di Domenico, S. I., Wright, L., Page-Gould, E., Fournier, M. A., Ayaz, H., & Ruocco, A. C. (2022). Interpersonal traits and the neural representations of cognitive control in the prefrontal cortex. Cognitive, Affective, & Behavioral Neuroscience. https://doi.org/10.3758/s13415-022-00986-1 Cite

Wang, L., Izzetoglu, M., Du, J., & Ayaz, H. (2022). Phantom and model-based near infrared spectroscopy measurements of intracranial hematoma from infants to adults. IEEE Transactions on Instrumentation and Measurement, 1–1. https://doi.org/10.1109/TIM.2022.3157343 Cite

Sinko, L., Regier, P., Curtin, A., Ayaz, H., Rose Childress, A., & Teitelman, A. M. (2022). Neural correlates of cognitive control in women with a history of sexual violence suggest altered prefrontal cortical activity during cognitive processing. Women’s Health, 18, 174550572210813. https://doi.org/10.1177/17455057221081326 Cite

Berner, L. A., Winter, S. R., Ayaz, H., Shewokis, P. A., Izzetoglu, M., Marsh, R., Nasser, J. A., Matteucci, A. J., & Lowe, M. R. (2022). Altered prefrontal activation during the inhibition of eating responses in women with bulimia nervosa. Psychological Medicine, 1–11. https://doi.org/10.1017/S0033291722000198 Cite

de Visser, E. J., Topoglu, Y., Joshi, S., Krueger, F., Phillips, E., Gratch, J., Tossell, C. C., & Ayaz, H. (2022). Designing Man’s New Best Friend: Enhancing Human-Robot Dog Interaction through Dog-Like Framing and Appearance. Sensors, 22(3), 1287. https://doi.org/10.3390/s22031287 Cite

Valeriani, D., Ayaz, H., Kosmyna, N., Poli, R., & Maes, P. (2021). Editorial: Neurotechnologies for Human Augmentation. Frontiers in Neuroscience, 15. https://www.frontiersin.org/article/10.3389/fnins.2021.789868 Cite

Gaudry, K. S., Ayaz, H., Bedows, A., Celnik, P., Eagleman, D., Grover, P., Illes, J., Rao, R. P. N., Robinson, J. T., Thyagarajan, K., The Working Group on Brain-Interfacing Devices in 2040, Bains, N., Brigagliano, J., Carter, R., Kemere, C., Mathison, M. P., Neiditz, J., Rommelfanger, K., & Snyder, J. (2021). Projections and the Potential Societal Impact of the Future of Neurotechnologies. Frontiers in Neuroscience, 15. https://www.frontiersin.org/article/10.3389/fnins.2021.658930 Cite

Papasideris, M., Ayaz, H., & Hall, P. A. (2021). Medial prefrontal brain activity correlates with emerging symptoms of anxiety and depression in late adolescence: A fNIRS study. Developmental Psychobiology, 63(7). https://doi.org/10.1002/dev.22199 Cite

Hofmann, S. M., Klotzsche, F., Mariola, A., Nikulin, V., Villringer, A., & Gaebler, M. (2021). Decoding subjective emotional arousal from EEG during an immersive virtual reality experience. ELife, 10, e64812. https://doi.org/10.7554/eLife.64812 Cite Download

Ayaz, H., & Dehais, F. (2021). NEUROERGONOMICS. In G. Salvendy & W. Karwowski (Eds.), HANDBOOK OF HUMAN FACTORS AND ERGONOMICS (1st ed., pp. 816–841). Wiley. https://doi.org/10.1002/9781119636113.ch31 Cite

Kaimal, G., Carroll-Haskins, K., Topoglu, Y., Ramakrishnan, A., Arslanbek, A., & Ayaz, H. (2021). Exploratory fNIRS Assessment of Differences in Activation in Virtual Reality Visual Self-Expression Including With a Fragrance Stimulus. Art Therapy, 0(0), 1–10. https://doi.org/10.1080/07421656.2021.1957341 Cite

Papasideris, M., Ayaz, H., Safati, A. B., Morita, P. P., & Hall, P. A. (2021). Examining the relationships among adolescent health behaviours, prefrontal function, and academic achievement using fNIRS. Developmental Cognitive Neuroscience, 50, 100983. https://doi.org/10.1016/j.dcn.2021.100983 Cite

Thomas, N., Ung, G., Ayaz, H., & Brown, J. D. (2021). Neurophysiological Evaluation of Haptic Feedback for Myoelectric Prostheses. IEEE Transactions on Human-Machine Systems, 51(3), 253–264. https://doi.org/10.1109/THMS.2021.3066856 Cite Download

Barreto, C., Bruneri, G. de A., Brockington, G., Ayaz, H., & Sato, J. R. (2021). A New Statistical Approach for fNIRS Hyperscanning to Predict Brain Activity of Preschoolers’ Using Teacher’s. Frontiers in Human Neuroscience, 15, 622146. https://doi.org/10.3389/fnhum.2021.622146 Cite Download

Hall, P. A., Sheeran, P., Fong, G. T., Cheah, C. S. L., Oremus, M., Liu-Ambrose, T., Sakib, M. N., Butt, Z. A., Ayaz, H., Jandu, N., & Morita, P. P. (2021). Biobehavioral Aspects of the COVID-19 Pandemic: A Review. Psychosomatic Medicine, 83(4), 309–321. https://doi.org/10.1097/PSY.0000000000000932 Cite Download

Zhang, J., Ye, H., Bhatt, S., Jeong, H., Deutsch, J., Ayaz, H., & Suri, R. (2021). Addressing food waste: How to position upcycled foods to different generations. Journal of Consumer Behaviour, 20(2), 242–250. https://doi.org/10.1002/cb.1844 Cite Download

Huhn, A. S., Brooner, R. K., Sweeney, M. M., Antoine, D., Hammond, A. S., Ayaz, H., & Dunn, K. E. (2021). The association of prefrontal cortex response during a natural reward cue-reactivity paradigm, anhedonia, and demoralization in persons maintained on methadone. Addictive Behaviors, 113, 106673. https://doi.org/10.1016/j.addbeh.2020.106673 Cite Download

Yücel, M. A., Lühmann, A. v, Scholkmann, F., Gervain, J., Dan, I., Ayaz, H., Boas, D., Cooper, R. J., Culver, J., Elwell, C. E., Eggebrecht, A., Franceschini, M. A., Grova, C., Homae, F., Lesage, F., Obrig, H., Tachtsidis, I., Tak, S., Tong, Y., … Wolf, M. (2021). Best practices for fNIRS publications. Neurophotonics, 8(1), 012101. https://doi.org/10.1117/1.NPh.8.1.012101 Cite

Barreto, C., Bruneri, G. de A., Brockington, G., Ayaz, H., & Sato, J. R. (2021). A New Statistical Approach for fNIRS Hyperscanning to Predict Brain Activity of Preschoolers’ Using Teacher’s. Frontiers in Human Neuroscience, 15. https://www.frontiersin.org/article/10.3389/fnhum.2021.622146 Cite

Fatakdawala, I., Ayaz, H., Safati, A. B., Sakib, M. N., & Hall, P. A. (2021). Effects of prefrontal theta burst stimulation on neuronal activity and subsequent eating behavior: an interleaved rTMS and fNIRS study. Social Cognitive and Affective Neuroscience, 23, 1–14. https://doi.org/10.1093/scan/nsab023 Cite Download

Bhatt, S., Ye, H., Deutsch, J., Ayaz, H., & Suri, R. (2020). Consumers’ willingness to pay for upcycled foods. Food Quality and Preference, 86, 104035. https://doi.org/10.1016/j.foodqual.2020.104035 Cite

Dehais, F., Karwowski, W., & Ayaz, H. (2020). Brain at Work and in Everyday Life as the Next Frontier: Grand Field Challenges for Neuroergonomics. Frontiers in Neuroergonomics, 1, 583733. https://doi.org/10.3389/fnrgo.2020.583733 Cite Download

Sargent, A., Watson, J., Ye, H., Suri, R., & Ayaz, H. (2020). Neuroergonomic Assessment of Hot Beverage Preparation and Consumption: An EEG and EDA Study. Frontiers in Human Neuroscience, 14, 175. https://doi.org/10.3389/fnhum.2020.00175 Cite Download

McKendrick, R., Falcone, B., Scheldrup, M., & Ayaz, H. (2020). Effects of Transcranial Direct Current Stimulation on Baseline and Slope of Prefrontal Cortex Hemodynamics During a Spatial Working Memory Task. Frontiers in Human Neuroscience, 14, 64. https://doi.org/10.3389/fnhum.2020.00064 Cite Download

Sargent, A., Watson, J., Topoglu, Y., Ye, H., Suri, R., & Ayaz, H. (2020). Impact of Tea and Coffee Consumption on Cognitive Performance: An fNIRS and EDA Study. Applied Sciences, 10(7), 2390. https://doi.org/10.3390/app10072390 Cite Download

Joshi, S., de Visser, E. J., Abramoff, B., & Ayaz, H. (2020). Medical Interviewing with a Robot Instead of a Doctor: Who do We Trust More with Sensitive Information? Companion of the 2020 ACM/IEEE International Conference on Human-Robot Interaction, 570–572. https://doi.org/10.1145/3371382.3377441 Cite Download

Sun, Y., Ayaz, H., & Akansu, A. N. (2020). Multimodal Affective State Assessment Using fNIRS + EEG and Spontaneous Facial Expression. Brain Sciences, 10(2), 85. https://doi.org/10.3390/brainsci10020085 Cite Download

Sargent, A., Watson, J., Topoglu, Y., Ye, H., Suri, R., & Ayaz, H. (2020). Impact of Tea and Coffee Consumption on Cognitive Performance: An fNIRS and EDA Study. Applied Sciences, 10(7), 2390. https://doi.org/10.3390/app10072390 Cite

Izzetoglu, M., Du, J., Izzetoglu, K., Ayaz, H., Onaral, B., & Dor, B. B. (2020). Multilayer, Dynamic, Mixed Solid/Liquid Human Head Models for the Evaluation of Near Infrared Spectroscopy Systems. IEEE Transactions on Instrumentation and Measurement, 69(10), 8441–8451. https://doi.org/10.1109/TIM.2020.2990261 Cite Download

Joshi, S., Herrera, R. R., Springett, D. N., Weedon, B. D., Ramirez, D. Z. M., Holloway, C., Dawes, H., & Ayaz, H. (2020). Neuroergonomic Assessment of Wheelchair Control Using Mobile fNIRS. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(6), 1488–1496. https://doi.org/10.1109/TNSRE.2020.2992382 Cite Download Download

Sargent, A., Watson, J., Ye, H., Suri, R., & Ayaz, H. (2020). Neuroergonomic Assessment of Hot Beverage Preparation and Consumption: An EEG and EDA Study. Frontiers in Human Neuroscience, 14. https://www.frontiersin.org/article/10.3389/fnhum.2020.00175 Cite

Curtin, A., Sun, J., Zhao, Q., Onaral, B., Wang, J., Tong, S., & Ayaz, H. (2019). Visuospatial task-related prefrontal activity is correlated with negative symptoms in schizophrenia. Scientific Reports, 9(1), 9575. https://doi.org/10.1038/s41598-019-45893-7 Cite Download

Huhn, A. S., Sweeney, M. M., Brooner, R. K., Kidorf, M. S., Tompkins, D. A., Ayaz, H., & Dunn, K. E. (2019). Prefrontal cortex response to drug cues, craving, and current depressive symptoms are associated with treatment outcomes in methadone-maintained patients. Neuropsychopharmacology, 44(4), 826–833. https://doi.org/10.1038/s41386-018-0252-0 Cite

Curtin, A., Tong, S., Sun, J., Wang, J., Onaral, B., & Ayaz, H. (2019). A Systematic Review of Integrated Functional Near-Infrared Spectroscopy (fNIRS) and Transcranial Magnetic Stimulation (TMS) Studies. Frontiers in Neuroscience, 13, 84. https://doi.org/10.3389/fnins.2019.00084 Cite Download

Ayaz, H., Izzetoglu, M., Izzetoglu, K., Onaral, B., & Ben Dor, B. (2019). Early diagnosis of traumatic intracranial hematomas. Journal of Biomedical Optics, 24(05), 1. https://doi.org/10.1117/1.JBO.24.5.051411 Cite Download

Ayaz, H., & Dehais, F. (2019). Neuroergonomics: The Brain at Work and Everyday Life. Elsevier Academic Press. https://www.elsevier.com/books/neuroergonomics/ayaz/978-0-12-811926-6 Cite

Huhn, A. S., Brooner, R. K., Sweeney, M. M., Yip, S. W., Ayaz, H., & Dunn, K. E. (2019). Increased neural activity in the right dorsolateral prefrontal cortex during a risky decision-making task is associated with cocaine use in methadone-maintained patients. Drug and Alcohol Dependence, 205, 107650. https://doi.org/10.1016/j.drugalcdep.2019.107650 Cite Download

Wang, L., Ayaz, H., & Izzetoglu, M. (2019). Investigation of the source‐detector separation in near infrared spectroscopy for healthy and clinical applications. Journal of Biophotonics, 12(11). https://doi.org/10.1002/jbio.201900175 Cite

Saadati, M., Nelson, J., & Ayaz, H. (2019). Mental Workload Classification From Spatial Representation of FNIRS Recordings Using Convolutional Neural Networks. 2019 IEEE 29th International Workshop on Machine Learning for Signal Processing (MLSP), 1–6. https://doi.org/10.1109/MLSP.2019.8918861 Cite Download

Ayaz, H., Curtin, A., Mark, J., Kraft, A., & Ziegler, M. (2019). Predicting Future Performance based on Current Brain Activity: An fNIRS and EEG Study. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), 3925–3930. https://doi.org/10.1109/SMC.2019.8914412 Cite Download

Curtin, A., Ayaz, H., Tang, Y., Sun, J., Wang, J., & Tong, S. (2019). Enhancing neural efficiency of cognitive processing speed via training and neurostimulation: An fNIRS and TMS study. NeuroImage, 198, 73–82. https://doi.org/10.1016/j.neuroimage.2019.05.020 Cite Download

Huhn, A. S., Sweeney, M. M., Brooner, R. K., Kidorf, M. S., Tompkins, D. A., Ayaz, H., & Dunn, K. E. (2019). Prefrontal cortex response to drug cues, craving, and current depressive symptoms are associated with treatment outcomes in methadone-maintained patients. Neuropsychopharmacology, 44(4), 826–833. https://doi.org/10.1038/s41386-018-0252-0 Cite Download

Curtin, A., & Ayaz, H. (2019). Neural Efficiency Metrics in Neuroergonomics. In Neuroergonomics (pp. 133–140). Elsevier. https://doi.org/10.1016/B978-0-12-811926-6.00022-1 Cite Download

Di Domenico, S. I., Rodrigo, A. H., Dong, M., Fournier, M. A., Ayaz, H., Ryan, R. M., & Ruocco, A. C. (2019). Functional Near-Infrared Spectroscopy. In Neuroergonomics (pp. 169–173). Elsevier. https://doi.org/10.1016/B978-0-12-811926-6.00028-2 Cite Download

Liu, Y., & Ayaz, H. (2018). Speech Recognition via fNIRS Based Brain Signals. Frontiers in Neuroscience, 12, 695. https://doi.org/10.3389/fnins.2018.00695 Cite Download

Naseer, N., Ayaz, H., & Dehais, F. (2018). Portable and Wearable Brain Technologies for Neuroenhancement and Neurorehabilitation. BioMed Research International, 2018, 1–2. https://doi.org/10.1155/2018/1806374 Cite Download

Di Domenico, S. I., Fournier, M. A., Rodrigo, A. H., Dong, M., Ayaz, H., & Ruocco, A. C. (2018). Need fulfillment and the modulation of medial prefrontal activity when judging remembered past, perceived present, and imagined future identities. Self and Identity, 17(3), 259–275. https://doi.org/10.1080/15298868.2017.1327452 Cite

Curtin, A., & Ayaz, H. (2018). The Age of Neuroergonomics: Towards Ubiquitous and Continuous Measurement of Brain Function with fNIRS: The age of neuroergonomics and fNIRS. Japanese Psychological Research, 60(4), 374–386. https://doi.org/10.1111/jpr.12227 Cite Download

Cheng, L., Zhu, Y., Sun, J., Deng, L., He, N., Yang, Y., Ling, H., Ayaz, H., Fu, Y., & Tong, S. (2018). Principal States of Dynamic Functional Connectivity Reveal the Link Between Resting-State and Task-State Brain: An fMRI Study. International Journal of Neural Systems, 28(07), 1850002. https://doi.org/10.1142/S0129065718500028 Cite Download

Bhatt, S., Lee, J., Deutsch, J., Ayaz, H., Fulton, B., & Suri, R. (2018). From food waste to value-added surplus products (VASP): Consumer acceptance of a novel food product category. Journal of Consumer Behaviour, 17(1), 57–63. https://doi.org/10.1002/cb.1689 Cite

Bhatt, S., Lee, J., Deutsch, J., Ayaz, H., Fulton, B., & Suri, R. (2018). From food waste to value-added surplus products (VASP): Consumer acceptance of a novel food product category. Journal of Consumer Behaviour, 17(1), 57–63. https://doi.org/10.1002/cb.1689 Cite Download

Gateau, T., Ayaz, H., & Dehais, F. (2018). In silico vs. Over the Clouds: On-the-Fly Mental State Estimation of Aircraft Pilots, Using a Functional Near Infrared Spectroscopy Based Passive-BCI. Frontiers in Human Neuroscience, 12. https://www.frontiersin.org/article/10.3389/fnhum.2018.00187 Cite

Liu, Y., & Ayaz, H. (2018). Speech Recognition via fNIRS Based Brain Signals. Frontiers in Neuroscience, 12. https://www.frontiersin.org/article/10.3389/fnins.2018.00695 Cite

Wang, L., Ayaz, H., Izzetoglu, M., & Onaral, B. (2017). Evaluation of light detector surface area for functional Near Infrared Spectroscopy. Computers in Biology and Medicine, 89, 68–75. https://doi.org/10.1016/j.compbiomed.2017.07.019 Cite

Curtin, A., Sun, J., Ayaz, H., Qian, Z., Onaral, B., Wang, J., & Tong, S. (2017). Evaluation of evoked responses to pulse-matched high frequency and intermittent theta burst transcranial magnetic stimulation using simultaneous functional near-infrared spectroscopy. Neurophotonics, 4(04), 1. https://doi.org/10.1117/1.NPh.4.4.041405 Cite Download

de Winkel, K. N., Nesti, A., Ayaz, H., & Bülthoff, H. H. (2017). Neural correlates of decision making on whole body yaw rotation: An fNIRS study. Neuroscience Letters, 654, 56–62. https://doi.org/10.1016/j.neulet.2017.04.053 Cite

Liu, Y., Ayaz, H., & Shewokis, P. A. (2017). Multisubject “Learning” for Mental Workload Classification Using Concurrent EEG, fNIRS, and Physiological Measures. Frontiers in Human Neuroscience, 11, 389. https://doi.org/10.3389/fnhum.2017.00389 Cite Download

Liu, Y., Ayaz, H., & Shewokis, P. A. (2017). Mental workload classification with concurrent electroencephalography and functional near-infrared spectroscopy. Brain-Computer Interfaces, 4(3), 175–185. https://doi.org/10.1080/2326263X.2017.1304020 Cite Download

Shewokis, P. A., Shariff, F. U., Liu, Y., Ayaz, H., Castellanos, A., & Lind, D. S. (2017). Acquisition, retention and transfer of simulated laparoscopic tasks using fNIR and a contextual interference paradigm. The American Journal of Surgery, 213(2), 336–345. https://doi.org/10.1016/j.amjsurg.2016.11.043 Cite

Kaimal, G., Ayaz, H., Herres, J., Dieterich-Hartwell, R., Makwana, B., Kaiser, D. H., & Nasser, J. A. (2017). Functional near-infrared spectroscopy assessment of reward perception based on visual self-expression: Coloring, doodling, and free drawing. The Arts in Psychotherapy, 55, 85–92. https://doi.org/10.1016/j.aip.2017.05.004 Cite Download

Liu, Y., Piazza, E. A., Simony, E., Shewokis, P. A., Onaral, B., Hasson, U., & Ayaz, H. (2017). Measuring speaker–listener neural coupling with functional near infrared spectroscopy. Scientific Reports, 7(1), 43293. https://doi.org/10.1038/srep43293 Cite Download

McKendrick, R., Mehta, R., Ayaz, H., Scheldrup, M., & Parasuraman, R. (2017). Prefrontal Hemodynamics of Physical Activity and Environmental Complexity During Cognitive Work. Human Factors: The Journal of the Human Factors and Ergonomics Society, 59(1), 147–162. https://doi.org/10.1177/0018720816675053 Cite Download

Shewokis, P. A., Shariff, F. U., Liu, Y., Ayaz, H., Castellanos, A., & Lind, D. S. (2017). Acquisition, retention and transfer of simulated laparoscopic tasks using fNIR and a contextual interference paradigm. The American Journal of Surgery, 213(2), 336–345. https://doi.org/10.1016/j.amjsurg.2016.11.043 Cite Download

Gramann, K., Fairclough, S. H., Zander, T. O., & Ayaz, H. (2017). Editorial: Trends in Neuroergonomics. Frontiers in Human Neuroscience, 11. https://www.frontiersin.org/article/10.3389/fnhum.2017.00165 Cite

Batula, A. M., Mark, J. A., Kim, Y. E., & Ayaz, H. (2017). Comparison of Brain Activation during Motor Imagery and Motor Movement Using fNIRS. Computational Intelligence and Neuroscience, 2017, 1–12. https://doi.org/10.1155/2017/5491296 Cite Download

Batula, A. M., Kim, Y. E., & Ayaz, H. (2017). Virtual and Actual Humanoid Robot Control with Four-Class Motor-Imagery-Based Optical Brain-Computer Interface. BioMed Research International, 2017, 1–13. https://doi.org/10.1155/2017/1463512 Cite Download

Çakır, M. P., Çakır, N. A., Ayaz, H., & Lee, F. J. (2016). Behavioral and Neural Effects of Game-Based Learning on Improving      Computational Fluency With Numbers. Zeitschrift Für Psychologie, 224(4), 297–302. https://doi.org/10.1027/2151-2604/a000267 Cite

Cheng, L., Ayaz, H., Sun, J., Tong, S., & Onaral, B. (2016). Modulation of Functional Connectivity and Activation during Preparation for Hand Movement. IIE Transactions on Occupational Ergonomics and Human Factors, 4(2–3), 175–187. https://doi.org/10.1080/21577323.2016.1191560 Cite Download

Teo, W.-P., Muthalib, M., Yamin, S., Hendy, A. M., Bramstedt, K., Kotsopoulos, E., Perrey, S., & Ayaz, H. (2016). Does a Combination of Virtual Reality, Neuromodulation and Neuroimaging Provide a Comprehensive Platform for Neurorehabilitation? – A Narrative Review of the Literature. Frontiers in Human Neuroscience, 10. https://doi.org/10.3389/fnhum.2016.00284 Cite Download

Ruocco, A. C., Rodrigo, A. H., McMain, S. F., Page-Gould, E., Ayaz, H., & Links, P. S. (2016). Predicting Treatment Outcomes from Prefrontal Cortex Activation for Self-Harming Patients with Borderline Personality Disorder: A Preliminary Study. Frontiers in Human Neuroscience, 10. https://doi.org/10.3389/fnhum.2016.00220 Cite Download

McKendrick, R., Parasuraman, R., Murtza, R., Formwalt, A., Baccus, W., Paczynski, M., & Ayaz, H. (2016). Into the Wild: Neuroergonomic Differentiation of Hand-Held and Augmented Reality Wearable Displays during Outdoor Navigation with Functional Near Infrared Spectroscopy. Frontiers in Human Neuroscience, 10. https://doi.org/10.3389/fnhum.2016.00216 Cite Download

Di Domenico, S. I., Le, A., Liu, Y., Ayaz, H., & Fournier, M. A. (2016). Basic psychological needs and neurophysiological responsiveness to decisional conflict: an event-related potential study of integrative self processes. Cognitive, Affective, & Behavioral Neuroscience, 16(5), 848–865. https://doi.org/10.3758/s13415-016-0436-1 Cite Download

Sibi, S., Ayaz, H., Kuhns, D. P., Sirkin, D. M., & Ju, W. (2016). Monitoring driver cognitive load using functional near infrared spectroscopy in partially autonomous cars. 2016 IEEE Intelligent Vehicles Symposium (IV), 419–425. https://doi.org/10.1109/IVS.2016.7535420 Cite Download

Huhn, A. S., Meyer, R. E., Harris, J. D., Ayaz, H., Deneke, E., Stankoski, D. M., & Bunce, S. C. (2016). Evidence of anhedonia and differential reward processing in prefrontal cortex among post-withdrawal patients with prescription opiate dependence. Brain Research Bulletin, 123, 102–109. https://doi.org/10.1016/j.brainresbull.2015.12.004 Cite Download

Galetta, K. M., Liu, M., Leong, D. F., Ventura, R. E., Galetta, S. L., & Balcer, L. J. (2016). The King-Devick test of rapid number naming for concussion detection: meta-analysis and systematic review of the literature. Concussion, 1(2), cnc.15.8. https://doi.org/10.2217/cnc.15.8 Cite Download

Ruocco, A. C., Rodrigo, A. H., McMain, S. F., Page-Gould, E., Ayaz, H., & Links, P. S. (2016). Predicting Treatment Outcomes from Prefrontal Cortex Activation for Self-Harming Patients with Borderline Personality Disorder: A Preliminary Study. Frontiers in Human Neuroscience, 10. https://www.frontiersin.org/article/10.3389/fnhum.2016.00220 Cite

Di Domenico, S. I., Rodrigo, A. H., Ayaz, H., Fournier, M. A., & Ruocco, A. C. (2015). Decision-making conflict and the neural efficiency hypothesis of intelligence: A functional near-infrared spectroscopy investigation. NeuroImage, 109, 307–317. https://doi.org/10.1016/j.neuroimage.2015.01.039 Cite

McKendrick, R., Parasuraman, R., & Ayaz, H. (2015). Wearable functional near infrared spectroscopy (fNIRS) and transcranial direct current stimulation (tDCS): expanding vistas for neurocognitive augmentation. Frontiers in Systems Neuroscience, 9. https://doi.org/10.3389/fnsys.2015.00027 Cite Download

Sun, Y., Ayaz, H., & Akansu, A. N. (2015). Neural correlates of affective context in facial expression analysis: A simultaneous EEG-fNIRS study. 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 820–824. https://doi.org/10.1109/GlobalSIP.2015.7418311 Cite Download

Ruocco, A. C., Rodrigo, A. H., Lam, J., Di Domenico, S. I., Graves, B., & Ayaz, H. (2014). A problem-solving task specialized for functional neuroimaging: validation of the Scarborough adaptation of the Tower of London (S-TOL) using near-infrared spectroscopy. Frontiers in Human Neuroscience, 8. https://doi.org/10.3389/fnhum.2014.00185 Cite Download

Ayaz, H., Shewokis, P. A., Scull, L., Libon, D. J., Feldman, S., Eppig, J., Onaral, B., & Heiman-Patterson, T. (2014). Assessment of Prefrontal Cortex Activity in Amyotrophic Lateral Sclerosis Patients with Functional Near Infrared Spectroscopy. Journal of Neuroscience and Neuroengineering, 3(1), 41–51. https://doi.org/10.1166/jnsne.2014.1095 Cite Download

McKendrick, R., Ayaz, H., Olmstead, R., & Parasuraman, R. (2014). Enhancing dual-task performance with verbal and spatial working memory training: Continuous monitoring of cerebral hemodynamics with NIRS. NeuroImage, 85, 1014–1026. https://doi.org/10.1016/j.neuroimage.2013.05.103 Cite

Harrison, J., Izzetoglu, K., Ayaz, H., Willems, B., Hah, S., Ahlstrom, U., Woo, H., Shewokis, P. A., Bunce, S. C., & Onaral, B. (2014). Cognitive Workload and Learning Assessment During the Implementation of a Next-Generation Air Traffic Control Technology Using Functional Near-Infrared Spectroscopy. IEEE Transactions on Human-Machine Systems, 44(4), 429–440. https://doi.org/10.1109/THMS.2014.2319822 Cite Download

Rodrigo, A., Domenico, S. I. D., Ayaz, H., Gulrajani, S., Lam, J., & Ruocco, A. C. (2014). Differentiating functions of the lateral and medial prefrontal cortex in motor response inhibition. NeuroImage, 85, 423–431. https://doi.org/10.1016/j.neuroimage.2013.01.059 Cite Download

Curtin, A., Izzetoglu, K., Reynolds, J., Menon, R., Izzetoglu, M., Osbakken, M., & Onaral, B. (2014). Functional near-infrared spectroscopy for the measurement of propofol effects in conscious sedation during outpatient elective colonoscopy. NeuroImage, 85, 626–636. https://doi.org/10.1016/j.neuroimage.2013.07.009 Cite Download