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Computer Science
bioRxiv (Cold Spring Harbor Laboratory)
Revealing motor behavior patterns and functional improvement trajectories following spinal cord injury using unsupervised machine learning
2023
ABSTRACT Spinal cord injury (SCI) disrupts motor function, with recovery involving complex adaptive motor behaviors that cannot be fully assessed with traditional manual recovery assessments and their predefined recovery criteria. To move beyond these constra…
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Computer Science

Study of computation

Computer science is the study of computation, information, and automation. Computer science spans theoretical disciplines (such as algorithms, theory of computation, and information theory) to applied disciplines (including the design and implementation of hardware and software).

Algorithms and data structures are central to computer science. The theory of computation concerns abstract models of computation and general classes of problems that can be solved using them. The fields of cryptography and computer security involve studying the means for secure communication and preventing security vulnerabilities. Computer graphics and computational geometry address the generation of images.

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bioRxiv (Cold Spring Harbor Laboratory)
Revealing motor behavior patterns and functional improvement trajectories following spinal cord injury using unsupervised machine learning
2023
ABSTRACT Spinal cord injury (SCI) disrupts motor function, with recovery involving complex adaptive motor behaviors that cannot be fully assessed with traditional manual recovery assessments and their predefined recovery criteria. To move beyond these constraints, we employed motion sequencing (MoSeq), a machine learning-driven framework that automatically segments freely moving mouse behavior into discrete, repeated behavioral “syllables”, effectively capturing entire behavioral repertoires and dynamic behavioral…
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Spinal Cord Injury
Neuroscience
Physical Medicine And Rehabilitation
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