Jennifer L. Hicks

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 20

Top Topics

Structured Information

Reinforcement Learning Methods

Top Venues

PLoS Comput. Biol.

IEEE Trans. Biomed. Eng.

npj Digit. Medicine

Publications

Keenon Werling, Janelle Kaneda, Alan Tan, Rishi Agarwal, Six Skov, Tom Van Wouwe, Scott D. Uhlrich, Nicholas A. Bianco, Carmichael Ong, Antoine Falisse, Shardul Sapkota, Aidan Chandra, Joshua Carter, Ezio Preatoni, Benjamin Fregly, Jennifer L. Hicks, Scott L. Delp, C. Karen Liu
AddBiomechanics Dataset: Capturing the Physics of Human Motion at Scale. CoRR (2024)
Tian Tan, Peter B. Shull, Jennifer L. Hicks, Scott D. Uhlrich, Akshay S. Chaudhari
Self-Supervised Learning Improves Accuracy and Data Efficiency for IMU-Based Ground Reaction Force Estimation. IEEE Trans. Biomed. Eng. 71 (7) (2024)
Tim Althoff, Boris Ivanovic, Jennifer L. Hicks, Scott L. Delp, Abby C. King, Jure Leskovec
Countrywide natural experiment reveals impact of built environment on physical activity. CoRR (2024)
Tom Van Wouwe, Jennifer L. Hicks, Scott L. Delp, C. Karen Liu
A simulation framework to determine optimal strength training and musculoskeletal geometry for sprinting and distance running. PLoS Comput. Biol. 20 (2) (2024)
Melissa A. Boswell, Lukasz Kidzinski, Jennifer L. Hicks, Scott D. Uhlrich, Antoine Falisse, Scott L. Delp
Smartphone videos of the sit-to-stand test predict osteoarthritis and health outcomes in a nationwide study. npj Digit. Medicine 6 (2023)
Jon P. Stingel, Jennifer L. Hicks, Scott D. Uhlrich, Scott L. Delp
Simulating Muscle-Level Energetic Cost Savings When Humans Run With a Passive Assistive Device. IEEE Robotics Autom. Lett. 8 (10) (2023)
Scott D. Uhlrich, Antoine Falisse, Lukasz Kidzinski, Julie Muccini, Michael Ko, Akshay S. Chaudhari, Jennifer L. Hicks, Scott L. Delp
OpenCap: Human movement dynamics from smartphone videos. PLoS Comput. Biol. 19 (10) (2023)
Tian Tan, Anthony A. Gatti, Bingfei Fan, Kevin G. Shea, Seth L. Sherman, Scott D. Uhlrich, Jennifer L. Hicks, Scott L. Delp, Peter B. Shull, Akshay S. Chaudhari
A scoping review of portable sensing for out-of-lab anterior cruciate ligament injury prevention and rehabilitation. npj Digit. Medicine 6 (2023)
Patrick Slade, Ayman Habib, Jennifer L. Hicks, Scott L. Delp
An Open-Source and Wearable System for Measuring 3D Human Motion in Real-Time. IEEE Trans. Biomed. Eng. 69 (2) (2022)
Christopher L. Dembia, Nicholas A. Bianco, Antoine Falisse, Jennifer L. Hicks, Scott L. Delp
OpenSim Moco: Musculoskeletal optimal control. PLoS Comput. Biol. 16 (12) (2020)
Patrick W. Franks, Nicholas A. Bianco, Gwendolyn M. Bryan, Jennifer L. Hicks, Scott L. Delp, Steven H. Collins
Testing Simulated Assistance Strategies on a Hip-Knee-Ankle Exoskeleton: a Case Study. BioRob (2020)
Carmichael F. Ong, Thomas Geijtenbeek, Jennifer L. Hicks, Scott L. Delp
Predicting gait adaptations due to ankle plantarflexor muscle weakness and contracture using physics-based musculoskeletal simulations. PLoS Comput. Biol. 15 (10) (2019)
Lukasz Kidzinski, Carmichael F. Ong, Sharada Prasanna Mohanty, Jennifer L. Hicks, Sean F. Carroll, Bo Zhou, Hong-cheng Zeng, Fan Wang, Rongzhong Lian, Hao Tian, Wojciech Jaskowski, Garrett Andersen, Odd Rune Lykkebø, Nihat Engin Toklu, Pranav Shyam, Rupesh Kumar Srivastava, Sergey Kolesnikov, Oleksii Hrinchuk, Anton Pechenko, Mattias Ljungström, Zhen Wang, Xu Hu, Zehong Hu, Minghui Qiu, Jun Huang, Aleksei Shpilman, Ivan Sosin, Oleg Svidchenko, Aleksandra Malysheva, Daniel Kudenko, Lance Rane, Aditya Bhatt, Zhengfei Wang, Penghui Qi, Zeyang Yu, Peng Peng, Quan Yuan, Wenxin Li, Yunsheng Tian, Ruihan Yang, Pingchuan Ma, Shauharda Khadka, Somdeb Majumdar, Zach Dwiel, Yinyin Liu, Evren Tumer, Jeremy D. Watson, Marcel Salathé, Sergey Levine, Scott L. Delp
Artificial Intelligence for Prosthetics - challenge solutions. CoRR (2019)
Jennifer L. Hicks, Tim Althoff, Rok Sosic, Peter Kuhar, Bojan Bostjancic, Abby C. King, Jure Leskovec, Scott L. Delp
Best practices for analyzing large-scale health data from wearables and smartphone apps. npj Digit. Medicine 2 (2019)
Ajay Seth, Jennifer L. Hicks, Thomas K. Uchida, Ayman Habib, Christopher L. Dembia, James J. Dunne, Carmichael F. Ong, Matthew S. DeMers, Apoorva Rajagopal, Matthew Millard, Samuel R. Hamner, Edith M. Arnold, Jennifer R. Yong, Shrinidhi K. Lakshmikanth, Michael A. Sherman, Joy P. Ku, Scott L. Delp
OpenSim: Simulating musculoskeletal dynamics and neuromuscular control to study human and animal movement. PLoS Comput. Biol. 14 (7) (2018)
Lukasz Kidzinski, Sharada P. Mohanty, Carmichael F. Ong, Jennifer L. Hicks, Sean F. Carroll, Sergey Levine, Marcel Salathé, Scott L. Delp
Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning. CoRR (2018)
Lukasz Kidzinski, Sharada Prasanna Mohanty, Carmichael F. Ong, Zhewei Huang, Shuchang Zhou, Anton Pechenko, Adam Stelmaszczyk, Piotr Jarosik, Mikhail Pavlov, Sergey Kolesnikov, Sergey M. Plis, Zhibo Chen, Zhizheng Zhang, Jiale Chen, Jun Shi, Zhuobin Zheng, Chun Yuan, Zhihui Lin, Henryk Michalewski, Piotr Milos, Blazej Osinski, Andrew Melnik, Malte Schilling, Helge J. Ritter, Sean F. Carroll, Jennifer L. Hicks, Sergey Levine, Marcel Salathé, Scott L. Delp
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments. CoRR (2018)
Madalina Fiterau, Suvrat Bhooshan, Jason A. Fries, Charles Bournhonesque, Jennifer L. Hicks, Eni Halilaj, Christopher Ré, Scott L. Delp
ShortFuse: Biomedical Time Series Representations in the Presence of Structured Information. MLHC (2017)
Apoorva Rajagopal, Christopher L. Dembia, Matthew S. DeMers, Denny D. Delp, Jennifer L. Hicks, Scott L. Delp
Full-Body Musculoskeletal Model for Muscle-Driven Simulation of Human Gait. IEEE Trans. Biomed. Eng. 63 (10) (2016)
Carmichael F. Ong, Jennifer L. Hicks, Scott L. Delp
Simulation-Based Design for Wearable Robotic Systems: An Optimization Framework for Enhancing a Standing Long Jump. IEEE Trans. Biomed. Eng. 63 (5) (2016)
Joy P. Ku, Jennifer L. Hicks, Trevor Hastie, Jure Leskovec, Christopher Ré, Scott L. Delp
The mobilize center: an NIH big data to knowledge center to advance human movement research and improve mobility. J. Am. Medical Informatics Assoc. 22 (6) (2015)