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Nature

Spatial-temporal attention for video-based assessment of intraoperative surgical skill - Scientific Reports

The Institutional Review Board at Johns Hopkins Medical Institutions approved the research reported in this manuscript. The videos were captured from the operating microscope, and processed ...

21 hours ago

Nature

Federated learning with differential privacy via fast Fourier transform for tighter-efficient combining - Scientific Reports

Fourier Transform (FFT) is used in the computation of the privacy budget $$\epsilon_{total}$$ , to minimize the impact of limited arithmetic resources and numerous users on the effectiveness ...

2 days ago

Nature

Enhancing multimodal output in CLIL education: the impact of VR games on fourth-grade students’ English poster designs and presentations in Taiwan - Humanities and Social Sciences Communications

Theoretically, it extends the application of SRL in CLIL contexts by highlighting the potential of VRLEs to foster advanced cognitive skills and emphasizes the importance of multimodal assessments ...

3 days ago

Nature

Machine learning-based optimization of photogrammetric JRC accuracy - Scientific Reports

Using seven machine learning algorithms, optimization models for photogrammetric JRC accuracy were developed, with Linear Multidimensional Regression and Gaussian Process Regression models improving ...

3 days ago