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Large AI Models in Dental Healthcare: From General-Purpose Systems to Domain-Specific Foundation Models

arXiv cs.AI · yesterday Cached

This systematic scoping review examines three categories of large AI models in dental healthcare: language-generative models, discriminative vision foundation models, and dental-specific foundation models, analyzing 97 studies to show that general-purpose and domain-specific models play complementary roles, with integrated pipelines outperforming single-model approaches.

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#systematic-review

A Systematic Evaluation of Current Architectures in Wind Power Forecasting

arXiv cs.LG · yesterday Cached

This paper presents a systematic literature review of hybrid approaches for interval wind speed forecasting, combining deep learning, modal decomposition, and statistical methods to enhance prediction accuracy and reliability.

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#systematic-review

Document Classification Pattern Recognition via Information Fusion: A Systematic Review of Multimodal and Multiview Representation Approaches

arXiv cs.CL · 2026-05-26 Cached

This systematic review of 139 studies proposes a unified framework and meta-analysis for document classification via multimodal and multiview information fusion, finding that fusion improves accuracy (mean gain of +5.28 percentage points) but highlights reproducibility challenges.

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