Three error values under raw data. by Xiangjuan Liu (618000)

“…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. Finally, the Beluga Whale Optimization (BWO)-tuned STL-PCA-BWO-BiLSTM hybrid model delivered optimal performance on test sets (RMSE = 0.22, MAE = 0.16, MAPE = 0.99%, ), exhibiting 40.7% higher accuracy than unoptimized BiLSTM (MAE = 0.27). …”

Decomposition of time scries plot. by Xiangjuan Liu (618000)

“…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. Finally, the Beluga Whale Optimization (BWO)-tuned STL-PCA-BWO-BiLSTM hybrid model delivered optimal performance on test sets (RMSE = 0.22, MAE = 0.16, MAPE = 0.99%, ), exhibiting 40.7% higher accuracy than unoptimized BiLSTM (MAE = 0.27). …”

Quantitative Proteomics Unveils the Synergistic Effects of Combination Drugs on Cytoskeleton Composition and Autophagy-Mediated Cell Death in Neuroblastoma by Pei-Chen Yu (1860772)

Subjects: “…systematically analyzed small…”

5-HT supplementation induces mitochondrial damage. by Li Gao (131516)

Data Sheet 1_Lung microbiome alterations correlate with immune imbalance in non-small cell lung cancer.docx by Jiuling Cheng (16890546)

“…Furthermore, patients with higher abundance of Prevotella and Veillonella exhibited a significantly elevated systemic immune-inflammation index (SII) compared to the lower-abundance group (P = 0.0329), while their CD8⁺ T cell levels were significantly decreased in the higher abundance group (P = 0.0027).…”

Craniocaudal impulses of fore- and hindlimbs at three bar heights during take-off. by Leena Inkilä (20614460)

Fig 4 - by Leena Inkilä (20614460)

The fasting-refeeding regimen increased Akt phosphorylation. by Tucker Hopkins (20790529)

Forest plot of the improvement in primary endpoints. by Jin-Min Gu (17915039)

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Subgroup and sensitivity analyses for the primary outcomes. by Jin-Min Gu (17915039)

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Forest plot of inflammatory markers. by Jin-Min Gu (17915039)

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Flow diagram for the identification of studies included. by Jin-Min Gu (17915039)

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Forest plot of the hospital stay length in distinct stages of patients. by Jin-Min Gu (17915039)

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Forest plot of the second endpoint of the clinical symptom improvement. by Jin-Min Gu (17915039)

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Image 3_Acute stress triggers sex-dependent rapid alterations in the human small intestine microbiota composition.jpeg by Bruno K. Rodiño-Janeiro (20565584)

“…</p>Results<p>Cold pain stress was associated with a significant decrease in alpha diversity (P = 0.015), which was more pronounced in females, along with significant sex differences in the abundance of specific taxa and the overall microbiota composition. …”

Image 1_Acute stress triggers sex-dependent rapid alterations in the human small intestine microbiota composition.jpeg by Bruno K. Rodiño-Janeiro (20565584)

“…</p>Results<p>Cold pain stress was associated with a significant decrease in alpha diversity (P = 0.015), which was more pronounced in females, along with significant sex differences in the abundance of specific taxa and the overall microbiota composition. …”

Image 2_Acute stress triggers sex-dependent rapid alterations in the human small intestine microbiota composition.jpeg by Bruno K. Rodiño-Janeiro (20565584)

“…</p>Results<p>Cold pain stress was associated with a significant decrease in alpha diversity (P = 0.015), which was more pronounced in females, along with significant sex differences in the abundance of specific taxa and the overall microbiota composition. …”

Image 4_Acute stress triggers sex-dependent rapid alterations in the human small intestine microbiota composition.jpeg by Bruno K. Rodiño-Janeiro (20565584)

“…</p>Results<p>Cold pain stress was associated with a significant decrease in alpha diversity (P = 0.015), which was more pronounced in females, along with significant sex differences in the abundance of specific taxa and the overall microbiota composition. …”

Factors related to health decision-making autonomy on own healthcare (N = 9249). by Tausi Seleman Haruna (21416765)

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Sociodemographic characteristics of participants (N = 9249). by Tausi Seleman Haruna (21416765)

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