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Neurorobotic Models of Neurological Disorders: A Mini Review

Savva Pronin, Liam Wellacott, Jhielson M. Pimentel, Renan C. Moioli, Patrícia A. Vargas

发表年份
2021
引用次数
11
访问权限
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摘要

Modeling is widely used in biomedical research to gain insights into pathophysiology and treatment of neurological disorders but existing models, such as animal models and computational models, are limited in generalizability to humans and are restricted in the scope of possible experiments. Robotics offers a potential complementary modeling platform, with advantages such as embodiment and physical environmental interaction yet with easily monitored and adjustable parameters. In this review, we discuss the different types of models used in biomedical research and summarize the existing neurorobotics models of neurological disorders. We detail the pertinent findings of these robot models which would not have been possible through other modeling platforms. We also highlight the existing limitations in a wider uptake of robot models for neurological disorders and suggest future directions for the field.

关键词

Computer scienceGeneralizability theoryScope (computer science)Artificial intelligenceComputational modelField (mathematics)Machine learningNeuroscienceHuman–computer interactionData science

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