Avinash Parnandi

According to our database, Avinash Parnandi authored at least 27 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Quantifying impairment and disease severity using AI models trained on healthy subjects.

Boyang Yu, Aakash Kaku, Kangning Liu, Avinash Parnandi, Emily Fokas, Anita Venkatesan, Natasha Pandit, Rajesh Ranganath, Heidi M. Schambra, Carlos Fernandez-Granda

npj Digit. Medicine, 2024

2022

StrokeRehab: A Benchmark Dataset for Sub-second Action Identification.

Aakash Kaku, Kangning Liu, Avinash Parnandi, Haresh Rengaraj Rajamohan, Kannan Venkataramanan, Anita Venkatesan, Audre Wirtanen, Natasha Pandit, Heidi M. Schambra, Carlos Fernandez-Granda

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Partial Reinforcement in Game Biofeedback for Relaxation Training.

Avinash Parnandi, Ricardo Gutierrez-Osuna

IEEE Trans. Affect. Comput., 2021

NE-Motion: Visual Analysis of Stroke Patients Using Motion Sensor Networks.

Rodrigo Colnago Contreras, Avinash Parnandi, Bruno Gomes Coelho, Cláudio T. Silva, Heidi M. Schambra, Luis Gustavo Nonato

Sensors, 2021

PrimSeq: a deep learning-based pipeline to quantitate rehabilitation training.

Avinash Parnandi, Aakash Kaku, Anita Venkatesan, Natasha Pandit, Audre Wirtanen, Haresh Rengaraj Rajamohan, Kannan Venkataramanan, Dawn Nilsen, Carlos Fernandez-Granda, Heidi M. Schambra

CoRR, 2021

Sequence-to-Sequence Modeling for Action Identification at High Temporal Resolution.

Aakash Kaku, Kangning Liu, Avinash Parnandi, Haresh Rengaraj Rajamohan, Kannan Venkataramanan, Anita Venkatesan, Audre Wirtanen, Natasha Pandit, Heidi M. Schambra, Carlos Fernandez-Granda

CoRR, 2021

2020

Be Like Water: Robustness to Extraneous Variables Via Adaptive Feature Normalization.

Aakash Kaku, Sreyas Mohan, Avinash Parnandi, Heidi M. Schambra, Carlos Fernandez-Granda

CoRR, 2020

Towards data-driven stroke rehabilitation via wearable sensors and deep learning.

Aakash Kaku, Avinash Parnandi, Anita Venkatesan, Natasha Pandit, Heidi M. Schambra, Carlos Fernandez-Granda

Proceedings of the Machine Learning for Healthcare Conference, 2020

2019

Visual Biofeedback and Game Adaptation in Relaxation Skill Transfer.

Avinash Parnandi, Ricardo Gutierrez-Osuna

IEEE Trans. Affect. Comput., 2019

Pragmatic classification of movement primitives for stroke rehabilitation.

Avinash Parnandi, Jasim Uddin, Dawn Nilsen, Heidi M. Schambra

CoRR, 2019

2018

BioPad: Leveraging off-the-Shelf Video Games for Stress Self-Regulation.

Zelun Wang, Avinash Parnandi, Ricardo Gutierrez-Osuna

IEEE J. Biomed. Health Informatics, 2018

2017

Physiological Modalities for Relaxation Skill Transfer in Biofeedback Games.

Avinash Parnandi, Ricardo Gutierrez-Osuna

IEEE J. Biomed. Health Informatics, 2017

2015

Development of a Remote Therapy Tool for Childhood Apraxia of Speech.

Avinash Parnandi, Virendra Karappa, Tian Lan, Mostafa Ali Shahin, Jacqueline McKechnie, Kirrie J. Ballard, Beena Ahmed, Ricardo Gutierrez-Osuna

ACM Trans. Access. Comput., 2015

Tabby Talks: An automated tool for the assessment of childhood apraxia of speech.

Mostafa Ali Shahin, Beena Ahmed, Avinash Parnandi, Virendra Karappa, Jacqueline McKechnie, Kirrie J. Ballard, Ricardo Gutierrez-Osuna

Speech Commun., 2015

A comparative study of game mechanics and control laws for an adaptive physiological game.

Avinash Parnandi, Ricardo Gutierrez-Osuna

J. Multimodal User Interfaces, 2015

Music-based respiratory biofeedback in visually-demanding tasks.

Rhushabh Bhandari, Avinash Parnandi, Eva Shipp, Beena Ahmed, Ricardo Gutierrez-Osuna

Proceedings of the 15th International Conference on New Interfaces for Musical Expression, 2015

2014

Sonic respiration: controlling respiration rate through auditory biofeedback.

Jason Harris, Sarah Vance, Odair Fernandes, Avinash Parnandi, Ricardo Gutierrez-Osuna

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013

Chill-Out: Relaxation Training through Respiratory Biofeedback in a Mobile Casual Game.

Avinash Parnandi, Beena Ahmed, Eva Shipp, Ricardo Gutierrez-Osuna

Proceedings of the Mobile Computing, Applications, and Services, 2013

Architecture of an automated therapy tool for childhood apraxia of speech.

Avinash Parnandi, Virendra Karappa, Youngpyo Son, Mostafa Ali Shahin, Jacqueline McKechnie, Kirrie J. Ballard, Beena Ahmed, Ricardo Gutierrez-Osuna

Proceedings of the 15th International ACM SIGACCESS Conference on Computers and Accessibility, 2013

A Control-Theoretic Approach to Adaptive Physiological Games.

Avinash Parnandi, Youngpyo Son, Ricardo Gutierrez-Osuna

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

Contactless Measurement of Heart Rate Variability from Pupillary Fluctuations.

Avinash Parnandi, Ricardo Gutierrez-Osuna

Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013

2012

Assisted Ambient Living Applied to Remote Motor Rehabilitation.

Eric Wade, Avinash Rao Parnandi

Proceedings of the Handbook of Ambient Assisted Living, 2012

Test method for measuring station-keeping with unmanned marine vehicles using sonar or optical sensors.

Asish Ghoshal, Avinash Parnandi, Robin R. Murphy

Proceedings of the Workshop on Performance Metrics for Intelligent Systems, College Park, MD, USA, March 20, 2012

2011

Socially assistive robotics for guiding motor task practice.

Eric Wade, Avinash Rao Parnandi, Ross Mead, Maja J. Mataric

Paladyn J. Behav. Robotics, 2011

Using socially assistive robotics to augment motor task performance in individuals post-stroke.

Eric Wade, Avinash Rao Parnandi, Maja J. Mataric

Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010

Automated administration of the Wolf Motor Function Test for post-stroke assessment.

Eric Wade, Avinash Rao Parnandi, Maja J. Mataric

Proceedings of the 4th International Conference on Pervasive Computing Technologies for Healthcare, 2010

2009

Coarse In-Building Localization with Smartphones.

Avinash Parnandi, Ken Le, Pradeep Vaghela, Aalaya Kolli, Karthik Dantu, Sameera Poduri, Gaurav S. Sukhatme

Proceedings of the Mobile Computing, Applications, and Services, 2009