Katherine M. Steele
Papers
1
Total Citations
14
H-Index
1
About
Dr. Katherine M. Steele is a leading researcher in biomechanics and neurorehabilitation, whose work bridges the gap between robotic exoskeleton technology and clinical outcomes for individuals with neurological conditions. Her primary research areas include gait analysis, neuromuscular control, and the development of personalized interventions for cerebral palsy. Dr. Steele’s major contributions center on understanding the complex factors that influence how patients respond to robotic gait training. In her highly cited 2022 study, she pioneered the use of interpretable machine learning—specifically Bayesian Additive Regression Trees (BART)—to predict neuromuscular responses to ankle exoskeleton training in cerebral palsy. This work has garnered 14 citations and represents a critical step toward tailoring rehabilitation technologies to individual patient needs. By identifying key predictors of treatment success, Dr. Steele is advancing the field of precision medicine in rehabilitation, offering new hope for more effective, data-driven therapies. Her research not only deepens our understanding of motor control but also provides actionable insights for clinicians and engineers designing next-generation assistive devices.
Research Focus
Key Achievements
Top Papers
- 1