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Pilot Grant Request for Applications
Apply for a Restore Center Pilot Project Grant of Up to $30,000
The Restore Center at Stanford seeks proposals for our pilot project program. The program awards seed grants to innovative and meritorious projects that will accelerate the use of sensor and video technology in rehabilitation research and will advance real-world monitoring and delivery of medical rehabilitation for individuals with impaired movement. Applicants can request up to $30,000 in funding. Individuals from underrepresented racial and ethnic groups, as well as individuals with disabilities, are encouraged to apply. Learn more and apply Applications due October 1, 2020
2D Video-Analysis Technology to Analyze Gait
Individuals from the Restore Center, in collaboration with Gillette Children’s Specialty Healthcare, have developed a deep neural network model to predict common quantitative gait metrics, such as cadence, walking speed, and the gait deviation index (GDI), from a single-camera video. The model demonstrates good predictive accuracy when applied to videos of children diagnosed with cerebral palsy and compared against quantities from optical motion capture. The study was led by Restore Center research associate Lukasz Kidzinki and published in Nature Communications. Demo software / Access code / Download dataset of trajectories of landmarks extracted from videos
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