Department of Psychiatry and Behavioral Health

2024

DeepApnea: Deep Learning Based Sleep Apnea Detection Using Smartwatches

Liu, Z., Chen, X., Ma, F., Fernandez-Mendoza, J. & Cao, G., 2024, 2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024. Institute of Electrical and Electronics Engineers Inc., p. 206-216 11 p. (2024 IEEE International Conference on Pervasive Computing and Communications, PerCom 2024).

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

Supportive Fintech for Individuals with Bipolar Disorder: Financial Data Sharing Preferences for Longitudinal Care Management

Brozena, J., Blair, J., Richardson, T., Matthews, M., Mukherjee, D., Saunders, E. F. H. & Abdullah, S., May 11 2024, CHI 2024 - Proceedings of the 2024 CHI Conference on Human Factors in Computing Sytems. Association for Computing Machinery, 356. (Conference on Human Factors in Computing Systems - Proceedings).

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

Open Access

2023

Knowing How Long a Storm Might Last Makes it Easier to Weather: Exploring Needs and Attitudes Toward a Data-driven and Preemptive Intervention System for Bipolar Disorder

Blair, J., Mukherjee, D., Saunders, E. F. H. & Abdullah, S., Apr 19 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 496. (Conference on Human Factors in Computing Systems - Proceedings).

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

4 Scopus citations

Knowing How Long a Storm Might Last Makes it Easier to Weather: Exploring Needs and Attitudes Toward a Data-driven and Preemptive Intervention System for Bipolar Disorder

Blair, J., Mukherjee, D., Saunders, E. F. H. & Abdullah, S., 2023, CHI ’23: Proceedings of the ACM Conference on Human Factors in Computing Systems. ACM, 19 p.

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

2020

Opportunities for collaborative clinical work: Predicting relapse onset in bipolar disorder from online behavior

Blair, J., Mukherjee, D., Saunders, E. F. H. & Abdullah, S., May 18 2020, Proceedings of the 14th EAI International Conference on Pervasive Computing Technologies for Healthcare, PervasiveHealth 2020. Association for Computing Machinery, p. 234-238 5 p. 3421947. (PervasiveHealth: Pervasive Computing Technologies for Healthcare).

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

3 Scopus citations

2017

An investigation into three visual characteristics of complex scenes that evoke human emotion

Lu, X., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., Jul 2 2017, 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017. Institute of Electrical and Electronics Engineers Inc., p. 440-447 8 p. (2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017; vol. 2018-January).

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

11 Scopus citations

2016

Development of Integrated Mental Health Services within pediatric ambulatory settings across an academic medical center

Petrovic-Dovat, L., Waxmonsky, J., Iriana, S., Fogel, B., Zeiger, T., Hillwig Garcia, J., White, A. & Marini, J., 2016, International Journal of Integrated Care. 6 ed. Vol. 16. p. A63

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

Identifying emotions aroused from paintings

Lu, X., Sawant, N., Newman, M. G., Adams, R. B., Wang, J. Z. & Li, J., 2016, Computer Vision - ECCV 2016 Workshops, Proceedings. Hua, G. & Jégou, H. (eds.). Springer Verlag, p. 48-63 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9913 LNCS).

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

8 Scopus citations

Identifying Pediatric Patients with Behavioral Health Disorders in a Primary Care Outpatient Clinic

Petrovic-Dovat, L., Fogel, B., Waxmonsky, J., Zeiger, T., Waschbusch, D., Iriana, S., Bansal, P. & Berlin, C., 2016, Journal of the American Academy of Child & Adolescent Psychiatry. Elsevier Inc., Vol. 55. p. S207-S208

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

2013

Functional near-infrared spectroscopy in addiction treatment: Preliminary evidence as a biomarker of treatment response

Bunce, S., Harris, J., Izzetoglu, K., Ayaz, H., Izzetoglu, M., Pourrezaei, K. & Onaral, B., 2013, Foundations of Augmented Cognition - 7th International Conference, AC 2013, Held as Part of HCI International 2013, Proceedings. p. 250-258 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8027 LNAI).

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

Open Access

9 Scopus citations

Human performance assessment study in aviation using functional near infrared spectroscopy

Harrison, J., Izzetoglu, K., Ayaz, H., Willems, B., Hah, S., Woo, H., Shewokis, P. A., Bunce, S. C. & Onaral, B., 2013, Foundations of Augmented Cognition - 7th International Conference, AC 2013, Held as Part of HCI International 2013, Proceedings. p. 433-442 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8027 LNAI).

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

Open Access

11 Scopus citations

2012

Monitoring expertise development during simulated UAV piloting tasks using optical brain imaging

Ayaz, H., Çakir, M. P., Izzetoǧlu, K., Curtin, A., Shewokis, P. A., Bunce, S. & Onaral, B., May 22 2012, 2012 IEEE Aerospace Conference. 6187350. (IEEE Aerospace Conference Proceedings).

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

49 Scopus citations

On shape and the computability of emotions

Lu, X., Suryanarayan, P., Adams, R. B., Li, J., Newman, M. G. & Wang, J. Z., 2012, MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia. Association for Computing Machinery, p. 229-238 10 p. (MM 2012 - Proceedings of the 20th ACM International Conference on Multimedia).

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

Open Access

130 Scopus citations

Treatment status predicts differential prefrontal cortical responses to alcohol and natural reinforcer cues among alcohol dependent individuals

Bunce, S., Izzetoglu, K., Izzetoglu, M., Ayaz, H., Pourrezaei, K. & Onaral, B., Aug 27 2012, Advances in Brain Inspired Cognitive Systems - 5th International Conference, BICS 2012, Proceedings. p. 183-191 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7366 LNAI).

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

12 Scopus citations

Using brain activity to predict task performance and operator efficiency

Ayaz, H., Bunce, S., Shewokis, P., Izzetoglu, K., Willems, B. & Onaral, B., 2012, Advances in Brain Inspired Cognitive Systems - 5th International Conference, BICS 2012, Proceedings. p. 147-155 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7366 LNAI).

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

21 Scopus citations

2011

An optical brain computer interface for environmental control

Ayaz, H., Shewokis, P. A., Bunce, S. & Onaral, B., 2011, 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS 2011. p. 6327-6330 4 p. 6091561. (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

28 Scopus citations

Brain in the loop: Assessing learning using fNIR in cognitive and motor tasks

Shewokis, P. A., Ayaz, H., Izzetoglu, M., Bunce, S., Gentili, R. J., Sela, I., Izzetoglu, K. & Onaral, B., 2011, Foundations of Augmented Cognition: Directing the Future of Adaptive Systems - 6th International Conference, FAC 2011, Held as Part of HCI International 2011, Proceedings. p. 240-249 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6780 LNAI).

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

11 Scopus citations

Estimation of cognitive workload during simulated air traffic control using optical brain imaging sensors

Ayaz, H., Willems, B., Bunce, S., Shewokis, P. A., Izzetoglu, K., Hah, S., Deshmukh, A. & Onaral, B., 2011, Foundations of Augmented Cognition: Directing the Future of Adaptive Systems - 6th International Conference, FAC 2011, Held as Part of HCI International 2011, Proceedings. p. 549-558 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6780 LNAI).

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

Open Access

18 Scopus citations

Implementation of fNIRS for monitoring levels of expertise and mental workload

Bunce, S. C., Izzetoglu, K., Ayaz, H., Shewokis, P., Izzetoglu, M., Pourrezaei, K. & Onaral, B., 2011, Foundations of Augmented Cognition: Directing the Future of Adaptive Systems - 6th International Conference, FAC 2011, Held as Part of HCI International 2011, Proceedings. p. 13-22 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6780 LNAI).

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

57 Scopus citations

Savion: An interactive cognitive enhancement software for the elderly

Papastefanakis, E., Kyriklaki, A., Panagiotakis, S., Miliotis, T., Gargeraki, A., Maniorou, K., Perissinaki, I., Peteinaraki, E., Vgontzas, A. & Simos, P., 2011, 4th ACM International Conference on PErvasive Technologies Related to Assistive Environments, PETRA 2011. 49. (ACM International Conference Proceeding Series).

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

2010

Integrating information from family caregivers for eldercare

Kang, Y., Prabhu, V. V., Steis, M. R., Kolanowski, A. M., Fick, D. M. & Bowles, K. H., 2010, IIE Annual Conference and Expo 2010 Proceedings. Institute of Industrial Engineers

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

1 Scopus citations

Protein kinase C regulates rod photoreceptor differentiation through modulation of STAT3 signaling

Pinzon-Guzman, C., Zhang, S. S. & Barnstable, C. J., 2010, Retinal Degenerative Diseases: Laboratory and Therapeutic Investigations. Anderson, R., Mandal, N., Hollyfield, J. & LaVail, M. (eds.). p. 21-28 8 p. (Advances in Experimental Medicine and Biology; vol. 664).

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

2 Scopus citations

2009

Assessment of cognitive neural correlates for a functional near infrared-based brain computer interface system

Ayaz, H., Shewokis, P. A., Bunce, S., Schultheis, M. & Onaral, B., 2009, Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience - 5th International Conference, FAC 2009, Held as Part of HCI International 2009, Proceedings. p. 699-708 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5638 LNAI).

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

Open Access

46 Scopus citations

2008

fNIR data classification using wavelet transforms and neural networks for attention monitoring

Akhbardeh, A., Izzetoglu, M., Bunce, S., Pourrezaei, K. & Onaral, B., 2008, Biomedical Optics, BIOMED 2008.

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

2007

Detecting cognitive activity related hemodynamic signal for brain computer interface using functional near infrared spectroscopy

Ayaz, H., Izzetoglu, M., Bunce, S., Heiman-Patterson, T. & Onaral, B., 2007, Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering. p. 342-345 4 p. 4227285. (Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering).

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

64 Scopus citations

Time-domain analysis of EEG during guilty knowledge test: Investigation of epoch extraction criteria

Merzagora, A. C., Izzetoglu, M., Bunce, S. & Onaral, B., Dec 1 2007, 29th Annual International Conference of IEEE-EMBS, Engineering in Medicine and Biology Society, EMBC'07. p. 1302-1305 4 p. 4352536. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

4 Scopus citations

2006

A virtual reality exposure therapy application for Iraq War Post Traumatic Stress Disorder

Pair, J., Allen, B., Dautricourt, M., Treskunov, A., Liewer, M., Graap, K., Reger, G. & Rizzo, A., 2006, IEEE Virtual Reality, Haptics Symposium and Symposium on 3D User Interface, 2006. IEEE Computer Society, p. 67-72 6 p. 1624047. (Proceedings - IEEE Virtual Reality; vol. 2006).

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

43 Scopus citations

Compression of human motion data sequences

Liu, G. & McMillan, L., Jan 1 2006, Proceedings - 3rd International Symposium on 3D Data Processing, Visualization, and Transmission, 3DPVT 2006. IEEE Computer Society, p. 248-255 8 p. 4155734. (Proceedings - Third International Symposium on 3D Data Processing, Visualization, and Transmission, 3DPVT 2006).

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

3 Scopus citations

Human motion estimation from a reduced marker set

Liu, G., Zhang, J., Wang, W. & McMillan, L., 2006, Proceedings I3d 2006 - ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games. Association for Computing Machinery, p. 35-42 8 p. (Proceedings of the Symposium on Interactive 3D Graphics; vol. 2006).

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

41 Scopus citations

Human motion estimation from a reduced marker set

Liu, G., Zhang, J., Wang, W. & McMillan, L., Dec 1 2006, ACM SIGGRAPH 2006: Sketches, SIGGRAPH '06. 1179860

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

4 Scopus citations

Obesity-related sleepiness and fatigue: The role of the stress system and cytokines

Vgontzas, A. N., Bixler, E. O. & Chrousos, G. P., Nov 2006, Stress, Obesity, and Metabolic Syndrome. Blackwell Publishing Inc., p. 329-344 16 p. (Annals of the New York Academy of Sciences; vol. 1083).

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

184 Scopus citations

Registering fNIR data to brain surface image using MRI templates

Ayaz, H., Izzetoglu, M., Platek, S. M., Bunce, S., Izzetoglu, K., Pourrezaei, K. & Onaral, B., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 2671-2674 4 p. 4030172. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

103 Scopus citations

Segment-based human motion compression

Liu, G. & McMillan, L., Sep 2 2006, Computer Animation 2006: ACM SIGGRAPH / Eurographics Symposium, SCA 2006 - Proceedings. Fellner, D. W. & Spencer, S. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 127-135 9 p. (Computer Animation, Conference Proceedings; vol. 02-04-September-2006).

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

48 Scopus citations

Wavelet analysis for EEG feature extraction in deception detection

Merzagora, A. C., Bunce, S., Izzetoglu, M. & Onaral, B., 2006, 28th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS'06. p. 2434-2437 4 p. 4029583. (Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings).

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

51 Scopus citations

2004

Single Trial Hemodynamic Response Estimation in Event Related fNIR Spectroscopy

Izzetoglu, M., Bunce, S. & Onaral, B., 2004, Biomedical Topical Meeting, BIOMED 2004. Optica Publishing Group (formerly OSA), WF9. (Optics InfoBase Conference Papers).

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

3 Scopus citations

2003

Functional brain monitoring via NIR based optical spectroscopy

Izzetoglu, K., Yurtsever, G., Bozkurt, A. & Bunce, S., 2003, Proceedings of the IEEE 29th Annual Northeast Bioengineering Conference. Reisman, S., Foulds, R. & Mantilla, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 335-336 2 p. 1216132. (Proceedings of the IEEE Annual Northeast Bioengineering Conference, NEBEC; vol. 2003-January).

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

9 Scopus citations

NIR spectroscopy measurements of cognitive load elicited by GKT and target categorization

Izzetoglu, K., Yurtsever, G., Bozkurt, A., Yazici, B., Bunce, S., Pourrezaei, K. & Onaral, B., 2003, Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003. Sprague, R. H. (ed.). Institute of Electrical and Electronics Engineers Inc., 1174296. (Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003).

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

Open Access

17 Scopus citations

Quantifying brain hemodynamic response measured by functional optical imaging

Akin, A. & Bunce, S., 2003, Conference Proceedings - 1st International IEEE EMBS Conference on Neural Engineering. Wolf, L. J. & Strock, J. L. (eds.). IEEE Computer Society, p. 503-506 4 p. 1196873. (International IEEE/EMBS Conference on Neural Engineering, NER; vol. 2003-January).

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

1 Scopus citations

Department of Psychiatry and Behavioral Health

Research output

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