Projects & Publications

Selected Publications


Sikka, K., Ahmed, A. A., Diaz, D., Goodwin, M. S., Craig, K. D., Bartlett, M. S., & Huang, J. S. (2015). Automated Assessment of Children’s Postoperative Pain Using Computer Vision. Pediatrics, peds-2015.

Bone, D, Goodwin, MS, Black, M, Lee, C, Audhkhasi, K, & Narayanan, S. (e-pub ahead of print). Applying machine learning to facilitate autism diagnostics: Pitfalls and promises. Journal of Autism and Developmental Disorders. http://www.ncbi.nlm.nih.gov/pubmed/25294649

Miller, LJ, Goodwin, MS, & Sullivan, J (2015). The role of sensory processing challenges in autism spectrum disorders. In S. Edelson (Ed.) Bernard Rimland’s Infantile Autism: The book that changed autism. (pp. 149-155). Jessica Kingsley, London.

Jeong, S, Logan, D, Goodwin, MS, Graca, S, O’Connell, B, Goodenough, H, Anderson, L, Stenquist, N, Fitzpatrick, K, Zisook, M, Plummer, L, Breazeal, C, & Weinstock, P. (2015). A social robot to mitigate stress, anxiety, and pain in hospital pediatric care. Proceedings of the 10th ACM/IEEE International Conference on Human-Robot Interactionhttp://humanrobotinteraction.org/2015/program-2/abstracts-poster-session-ii/

Levine, T, Goodwin, MS, & Sheinkopf, S (2014). Psychophysiologic arousal to social stress in Autism Spectrum Disorders. In VB Patel, VR Preedy, & C Martin (Eds.) Comprehensive Guide to Autism. Vol. 3. (pp. 1177-1194). Springer.

Rehg, JM, Rozga, A, Abowd, GD, & Goodwin, MS (2014). Behavioral imaging and autism. Pervasive Health, April-June, 84-87.

Lydon, S, Healy, O, Reed, P, Hughes, B, & Goodwin, MS (2014). A systematic review of physiological reactivity to stimuli in autism. Developmental Neurorehabilitation, 1-21.  http://www.ncbi.nlm.nih.gov/pubmed/25356589

Goodwin, MS, Haghighi, M, Tang, Q, Akcakaya, M, Erdogmus, D, & Intille, S (2014). Moving towards a real-time system for automatically recognizing stereotypical motor movements in individuals on the autism spectrum using wireless accelerometry. Proceedings of 2014 Pervasive and Ubiquitous Computing. http://dl.acm.org/citation.cfm?id=2632048.2632096

Ciptadi, A, Goodwin, MS, & Rehg, JM (2014). Movement pattern histogram for action recognition and retrieval. Proceedings of the European Conference on Computer Vision 2014. http://link.springer.com/chapter/10.1007%2F978-3-319-10605-2_45

Chaspari, T, Goodwin, MS, Wilder-Smith, O, Gulsrud, A, Mucchetti, C, Kasari, C, & Narayanan, S. (2014). A non-homogeneous poisson process model of skin conductance responses integrated with observed regulatory behaviors for autism intervention. Proceedings of the 39th International Conference on Acoustics, Speech and Signal Processing. 1630-1634. http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6853870&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6853870

Woodard, CR, Goodwin, MS, Zelazo, PR, Aube, D, Scrimgeour, M, Ostholthoff, T, & Brickley, M (2012). A comparison of autonomic, behavioral, and parent-report measures of sensory sensitivity in young children with autism. Research in Autism Spectrum Disorders, 6, 1234-1246.

Chen, GM, Yoder, KJ, Ganzel, BL, Goodwin, MS, & Belmonte, MK (2012). Harnessing repetitive behaviours to engage attention and learning in a novel therapy for autism: An exploratory analysis. Frontiers in Educational Psychology, 3, 1-16.

Albinali, F, Goodwin, MS, & Intille, SS (2012). Detecting stereotypical motor movements in the classroom using accelerometry and pattern recognition algorithms. Pervasive and Mobile Computing, 8, 103-114.

Oberleitner, R, Reischl, U, Lacy, T, Goodwin, MS, & Spitalnick, JS (2011). Emerging use of behavior imaging for autism and beyond. Future Visions on Biomedicine and Bioinformatics, 1, 93-104.

Goodwin, MS, Intille, SS, Albinali, & Velicer, WF (2011). Automated detection of stereotypical motor movements. Journal of Autism and Developmental Disorders, 41, 770-782.

Bolte, S, Golan, O, Goodwin, MS, & Zwaigenbaum, L. (2010). What can innovative technologies do for Autism Spectrum Disorders? Autism, 14, 155-159.