2023
T. Ahmed, T. Rikakis, A. Kelliher, Francisco J. Valero-Cuevas. (2023). Low-cost Capture and Analysis of Movement Quality and Functionality for Adaptive Therapy of Upper Extremity Stroke Survivors. Forthcoming at the NSF DARE Conference: Transformative Opportunities for Modeling in Neurorehabilitation, California, March 3-4, 2023
2022
A. Sarker, D-R. Emenonye, A. Kelliher, T. Rikakis, R. M. Buehrer, A. Asbeck. (2022). Capturing Upper Body Kinematics and Localization with Low-cost Sensors for Rehabilitation Applications, Sensors, 2022, 22, 2300.
S. Tulk Jesso, A. Kelliher, H. Sanghavi, T. Martin, SE Parker. (2022). Inclusion of clinicians in the development and evaluation of clinical AI tools: A systematic literature review. Frontiers in Psychology, Vol 13, 2022.
2021
Tamim Ahmed, Thopalli Kowshik, Thanassis Rikakis, Pavan Turaga, Aisling Kelliher, Jia-Bin Huang, Steve L. Wolf. (2021). Automated Movement Assessment in Stroke Rehabilitation, Frontiers in Neurology, Volume 12, pages 1396.
Yuanfeng Han, Aadith Varadarajan, Taekyung Kim, Gang Zheng, Kris Kitani, Aisling Kelliher, Thanassis Rikakis, and Yong-Lae Park. (2021).Smart Skin: Vision-Based Soft Pressure Sensing System for In-Home Hand Rehabilitation, Soft Robotics http://doi.org/10.1089/soro.2020.0083.
Juliet Clark and Aisling Kelliher. (2021). Understanding the Needs and Values of Rehabilitation Therapists in Designing and Implementing Telehealth Solutions, In Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA ’21). Association for Computing Machinery, New York, NY, USA, Article 247, 1–6.
Juliet Clark , Setor Zilevu, Tamim Ahmed, Aisling Kelliher, Sai Krishna Yeshala, Sarah Garrison, Cathleen Garcia, Olivia C. Menezes, Minakshi Seth, Thanassis Rikakis. (2021). Hybrid Workflow Process for Home Based Movement Capture, In ACM International Conference on Interactive Media Experiences (IMX ’21). Association for Computing Machinery, New York, NY, USA, 241–246.
2020
Aisling Kelliher, Setor Zilevu, Thanassis Rikakis, Tamim Ahmed, Yen Troung, Steve Wolf. 2020. Towards standardized processes for physical therapists to quantify patient rehabilitation, ACM SIGCHI 2020 (CHI’20), Hawaii, USA, April 25 – 30, 2020.
Rakesh Patibanda et al. 2020. Motor memory in HCI workshop, ACM SIGCHI 2020 (CHI’20), Hawaii, USA, April 25 – 30, 2020.
2019
Aisling Kelliher, Setor Zilevu, Thanassis Rikakis, Steve Wolf. 2019. Towards the development of semi-supervised rehabilitation systems for the home, in Proceedings of the Technology, Mind, Society Conference, Washington DC, October 3 – 5, 2019. Article PDF
Sarah Garrison, Aisling Kelliher, Setor Zilevu. 2019. Semiautomated Rehabilitation at Home: Exploring ways to Improve the Lives of Stroke Survivors through the Combined Efforts of Computer Scientists, Designers, Artists, and Therapists, presented at the annual Virginia Occupational Therapist Association Conference, Reston VA, October 11 – 13.
Aisling Kelliher, Andrew Gibson, Eric Bottelsen, and Edward Coe. 2019. Designing Modular Rehabilitation Objects for Interactive Therapy in the Home. In Proceedings of the Thirteenth International Conference on Tangible, Embedded, and Embodied Interaction (TEI ’19). ACM, New York, NY, USA, 251-257.
2018
Setor Zilevu, Thanassis Rikakis, Aisling Kelliher, Jinwoo Choi, Andrew Gibson, Eric Bottlesen, Jia-Bin Huang, Sarah Garrison, Steve Wolf, Aimee Reiss, Lois Wolf, Komal Sahu. 2018. A Machine Learning Approach for the Quantitative Assessment of the Upper Extremity Movement in Stroke Survivors, Conference on Progress in Clinical Motor Control: Neurorehabilitation, Penn State, July 23 – 25, 2018.
Aisling Kelliher, Barbara Barry, Joanna Berzowska, Nora O’Murchú, & Alan Smeaton. 2018. Beyond black boxes: tackling artificial intelligence as a design material, Conversation Workshop at DRS, June 25 – 28, 2018, Limerick, Ireland.
Thanassis Rikakis, Aisling Kelliher, Jia-Bin Huang, and Hari Sundaram. 2018. Progressive cyber-human intelligence for social good. Interactions 25, 4 (June 2018), 52-56.
Thanassis Rikakis, Aisling Kelliher, Jinwoo Choi, Jia-Bin Huang, Kris Kitani, Setor Zilevu, and Steve Wolf. 2018. Semi-automated home-based therapy for the upper extremity of stoke survivors, ACM PETRA 2018, June 26 – 28, Corfu, Greece.
Aisling Kelliher and Barbara Barry. (2018). Designing Therapeutic Experiences with AI in Mind, AAAI 2018 Symposium, Designing the User Experience of Artificial Intelligence, March 2018.
2017
Aisling Kelliher, Jinwoo Choi, Jia-Bin Huang, Kris Kitani, Thanassis Rikakis. HOMER: an interactive system for home based stroke rehabilitation, In Proceedings of the 19th International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS ’17). ACM, New York, NY, USA, 379-380.
2016
Vinay Venkataraman, Pavan Turaga, Michael Baran, Nicole Lehrer, Tingfang Du, Long Cheng, Thanassis Rikakis, Steven L Wolf. Component-Level Tuning of Kinematic Features From Composite Therapist Impressions of Movement Quality, IEEE J Biomed Health Inform 2016 Jan 26;20(1):143-52.
2015
Akanksha Saran, Damien Teney, Kris M. Kitani, Hand Parsing for Fine-Grained Recognition of Human Grasps in Monocular Images, International Conference on Intelligent Robots and Systems (IROS) 2015.
Michael Baran, Nicole Lehrer, Margaret Duff, Vinay Venkataraman, Pavan Turaga, Todd Ingalls, Zev Rymer, Steve Wolf, Thanassis Rikakis, Interdisciplinary concepts for design and implementation of mixed reality interactive neurorehabilitation systems for stroke, Physical Therapy 2015 Mar;95(3):449-60
2014
Vinay Venkataraman, Pavan Turaga, Nicole Lehrer, Michael Baran, Thanassis Rikakis, Steven L Wolf. Decision Support for Stroke Rehabilitation Therapy via Describable Attribute-based Decision Trees, International Conference of the IEEE Engineering in Medicine and Biology Society, Aug. 2014:3154-9
2013
Thanassis Rikakis, Aisling Kelliher, Nicole Lehrer, Experiential Media and Digital Culture, IEEE Computer 46(1): 46-54, Jan 2013.
Vinay Venkataraman, Pavan Turaga, Nicole Lehrer, Michael Baran, Thanassis Rikakis, and Steve Wolf, Attractor-Shape for Dynamical Analysis of Human Movement: Applications in Stroke Rehabilitation and Action Recognition, IEEE Conference on Computer Vision and Pattern Recognition Workshops, June 2013.
2011
Nicole Lehrer, Suneth Attygalle, Steve L. Wolf, and Thanassis Rikakis. Exploring the bases for a mixed reality stroke rehabilitation system, Part I: A unified approach for representing action, quantitative evaluation, and interactive feedback, Journal of NeuroEngineering and Rehabilitation, 2011, 8:51
Nicole Lehrer, Yinpeng Chen, Margaret Duff, Steve L. Wolf, and Thanassis Rikakis. Exploring the bases for a mixed reality stroke rehabilitation system, Part II: Design of Interactive Feedback for upper limb rehabilitation, Journal of NeuroEngineering and Rehabilitation, 2011, 5:54
Diana Siwiak, Nicole Lehrer, Michael Baran, Yinpeng Chen, Margaret Duff, Todd Ingalls, and Thanassis Rikakis. A Home-based Adaptive Mixed Reality Rehabilitation System, in Proceedings of the 19th ACM international conference on Multimedia (MM ’11), pp 785-786 Paper PDF
Michael Baran, Nicole Lehrer, Diana Siwiak, Yinpeng Chen, Margaret Duff, Todd Ingalls, and Thanassis Rikakis. Design of a home-based adaptive mixed reality rehabilitation system for stroke survivors, 33rd Annual International IEEE EMBS Conference, Boston, Massachusetts, August 30 – September 3, 2011, pp 7602-7605
Thanassis Rikakis, Utilizing Media Arts Principles for Designing Effective Neurorehabilitation Systems, 33rd Annual International IEEE EMBS Conference, Boston, Massachusetts, August 30 – September 3, 2011.
Aaron Faith, Yinpeng Chen, Thanassis Rikakis and Leo Iasemidis, Interactive Rehabilitation and Dynamical Analysis of Scalp EEG, 33rd Annual International IEEE EMBS Conference, Boston, Massachusetts, August 30 – September 3, 2011, pp 1387-1390
Yinpeng Chen, Margaret Duff, Nicole Lehrer, Sheng-Min Liu, Paul Blake, Steve L. Wolf, Hari Sundaram, and Thanassis Rikakis, A Novel Adaptive Mixed Reality System for Stroke Rehabilitation: Principles, Proof of Concept and Preliminary Application in Two Patients, Topics in Stroke Rehabilitation 2011, 18(3):212–230
Yinpeng Chen, Margaret Duff, Nicole Lehrer, Hari Sundaram, Jiping He, Steve L. Wolf, and Thanassis Rikakis T, A Computational Framework for Quantitative Evaluation of Movement during Rehabilitation, International Symposium on Computational Models for Life Sciences, Tokyo, Japan, 22-24 June 2011.
Hari Sundaram, Yinpeng Chen, and Thanassis Rikakis. A Computational Framework for Constructing Interactive Feedback for Assisting Motor Learning, Conf Proc IEEE Eng Med Biol Soc. 2011;2011:1399-402
2010
Margaret Duff, Yinpeng Chen, Suneth Attygalle, Hari Sundaram, and Thanassis Rikakis. Mixed Reality Rehabilitation for Stroke Survivors Promotes Generalized Motor Improvements, 32nd Annual International IEEE EMBS Conference, Buenos Aires, Argentina, August 31 – September 4, 2010.
Jeffrey Boyd, Hari Sundaram, and Aviral Shrivastava. Power-accuracy tradeoffs in human activity transition detection,Proceedings of the Conference on Design, Automation and Test in Europe, DATE ’10, Dresden, Germany, 8-12 March 2010, pp 1524-1529 Paper PDF
Yinpeng Chen, Nicole Lehrer, Hari Sundaram and Thanassis Rikakis. Adaptive Mixed Reality Stroke Rehabilitation: System Architecture and Evaluation Metrics, in Proceedings of the first annual ACM SIGMM conference on Multimedia systems, MMSys ’10, pp 293-304 Paper PDF
Margaret Duff, Yinpeng Chen, Suneth Attygalle, Janice Herman, Hari Sundaram, Gang Qian, Jiping He, and Thanassis Rikakis. An Adaptive Mixed Reality Training System for Stroke Rehabilitation, IEEE Transactions on Neural Systems & Rehabilitation Engineering, 2010. 18: p. 531-541.
2009
Jeffrey Boyd and Hari Sundaram, A framework to detect and classify activity transitions in low-power applications, IEEE International Conference on Multimedia and Expo, 2009 (ICME 2009). New York, June 28 – July 3 2009, pp 1712-1715.
2008
Yinpeng Chen, Weiwei Xu, Hari Sundaram, Thanassis Rikakis, and Sheng-Min Liu. A Dynamic Decision Network Framework for Online Media Adaptation in Stroke Rehabilitation, ACM Transactions on Multimedia Computing, Communications, and Applications, Volume 5 Issue 1, October 2008, Article No. 4 Paper PDF
Suneth Attygalle, Margaret Duff, Thanassis Rikakis, and Jiping He. Low-cost, at-home assessment system with Wii Remote based motion capture. Virtual Rehabilitation 2008, Vancouver, Canada, 2008, pp 168 – 174
Margaret Duff, Suneth Attygalle, Jiping He, and Thanassis Rikakis. A Portable, Low-cost Assessment Device for Reaching Times, Engineering in Medicine and Biology Conference (EMBC2008), Vancouver, Canada, 2008: 4150-3.
Yinpeng Chen, Hari Sundaram, Thanassis Rikakis, Loren Olson, Todd Ingalls, and Jiping He. Experiential Media Systems – The Biofeedback Project, in Multimedia Content Analysis: Theory and Applications, A. Divakaran (eds.), Springer Verlag, Oct. 2008. Paper PDF
2007
Yufei Liu and Gang Qian. Projector-Camera Based Fast Environment Restoration of a Biofeedback System for Rehabilitation, Projector and Camera Systems Workshop, at IEEE Conference on Computer Vision and Pattern Recognition (CVPR’07), Minneapolis, 2007. Paper PDF
Isaac Wallis, Todd Ingalls, Thanassis Rikakis, Loren Olson, Yinpeng Chen, Weiwei Xu, and Hari Sundaram. Realtime Sonification of Movement for an Immersive Stroke Rehabilitation Environment, International Conference on Auditory Display (ICAD 2007), Montreal, Canada, 2007. Paper PDF
Weiwei Xu and Hari Sundaram. Information Dense Summaries for Review of Patient Performance in Biofeedback Rehabilitation, Proceedings of the 15th annual ACM international conference on Multimedia, MM ’07, ACM Press, Sep. 2007, Augsburg, Germany, pp 843-846 Paper PDF
Yinpeng Chen, Weiwei Xu, Hari Sundaram, Thanassis Rikakis, and Sheng-Min Liu. Media Adaptation Framework in Biofeedback System for Stroke Patient Rehabilitation, MM ’07, Proceedings of the 15th ACM international conference on Multimedia, pp 47-57 Paper PDF
2006
Yinpeng Chen, He Huang, Weiwei Xu, Richard Isaac Wallis, Hari Sundaram, Thanassis Rikakis, Todd Ingalls, Loren Olson, and Jiping He. The Design of a Real-Time, Multimodal Biofeedback System for Stroke Patient Rehabilitation, MM ’06, Proceedings of the 14th ACM international conference on Multimedia, pp 763-772 Paper PDF
Yinpeng Chen, He Huang, Weiwei Xu, Richard Isaac Wallis, Hari Sundaram, Thanassis Rikakis, Todd Ingalls, Loren Olson, and Jiping He. A Real-Time, Multimodal Biofeedback System For Stroke Patient Rehabilitation ACM MM 06, Multimedia 2006, MM ’06 Proceedings of the 14th ACM international conference on Multimedia, pp 501-502 Paper PDF
Weiwei Xu, Yinpeng Chen, Hari Sundaram, and Thanassis Rikakis. Multimodal Archiving, Real-Time Annotation and Information Visualization in a Biofeedback System for Stroke Patient Rehabilitation, CARPE’06, 2006. Paper PDF
2005
He Huang, Todd Ingalls, Loren Olson, Kathleen Ganley, Thanassis Rikakis, Jiping He. Interactive, Multimodal Biofeedback System for Task-Oriented Neural Rehabilitation, IEEE-EMBC 2005, Shanghai, China.
2004
He Huang, Jiping He, Thanassis Rikakis, Todd Ingalls, Loren Olson. A new framework of biofeedback system for neural rehabilitation, Biomedical Engineering Society Fall meeting. 2004.
He Huang, Jiping He, Thanassis Rikakis, Todd Ingalls, Loren Olson. Design of biofeedback system to assist the robot-aided movement therapy for stroke rehabilitation, Proceeding of Society for Neuroscience’s 34th Annual Meeting, 2004.