بدائل البحث:
largest decrease » larger decrease (توسيع البحث), marked decrease (توسيع البحث)
linear decrease » linear increase (توسيع البحث)
from decrease » from deceased (توسيع البحث), from increased (توسيع البحث), fold decrease (توسيع البحث)
_ largest » _ large (توسيع البحث)
largest decrease » larger decrease (توسيع البحث), marked decrease (توسيع البحث)
linear decrease » linear increase (توسيع البحث)
from decrease » from deceased (توسيع البحث), from increased (توسيع البحث), fold decrease (توسيع البحث)
_ largest » _ large (توسيع البحث)
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Based on our time series data(first from the left), the visualizations of linear residual predictions under different decimation rates (next three) show that as the decimation rate decreases, the range of residual variations also becomes smaller.
منشور في 2025"…<p>Based on our time series data(first from the left), the visualizations of linear residual predictions under different decimation rates (next three) show that as the decimation rate decreases, the range of residual variations also becomes smaller.…"
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STL Linear Combination Forecast Graph.
منشور في 2025"…Further integration of Spearman correlation analysis and PCA dimensionality reduction created multidimensional feature sets, revealing substantial accuracy improvements: The BiLSTM model achieved an 83.6% cumulative MAE reduction from 1.65 (raw data) to 0.27 (STL-PCA), while traditional models like Prophet showed an 82.2% MAE decrease after feature engineering optimization. …"
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Supplementary file 1_Early learning curve changes in objective performance indicators during robotic cholecystectomy.docx
منشور في 2025"…As the first study to evaluate objective metrics throughout a learning curve for newly performing robotic cholecystectomy, we identify relevant OPIs that may be critical for future proficiency tracking, 8 of which impact a surgical step with a steep learning curve in transitioning from laparoscopic to robotic cholecystectomy, cystic duct ligation/division.…"
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