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Author

Ralph J. Mobbs

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#software testing Review Open access Sep 2026

Clinical utility and methodological implementation of smartphone-based mobility analysis: a scoping review

Smartphones provide a widely available platform for multidimensional mobility sensing, but the mapped evidence largely concerns feasibility, technical validation, or associations with clinical status and outcomes, which will require standardized acquisition and reporting, cross-device and cross-platform validation, con...

Edwin H. Y. Lui, Ralph J. Mobbs · 0 citations
#generative ai Review Open access Sep 2026

Large language models in the vertical integration of spine surgery workflow: a scoping review.

PURPOSE To evaluate current evidence regarding the clinical reliability and reasoning capabilities of Large Language Models (LLMs) and Multimodal Large Language Models (MLLMs) within the spine surgery workflow. This scoping review utilizes a novel Vertical Integration Maturity Scale (VIMS) to map model maturity across...

Edwin H. Y. Lui, Ralph J. Mobbs · 0 citations

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