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). …”

Table1_Metabolic dysregulation and decreased capillarization in skeletal muscles of male adolescent offspring rats exposed to gestational intermittent hypoxia.docx by Wirongrong Wongkitikamjorn (14394162)

“…Furthermore, gene expression of adiponectin receptors one and two was significantly decreased in the DIA and TA muscles. In addition, the DIA muscle from adolescent rats had significantly decreased capillary density as a result of gestational IH. …”

Image2_Metabolic dysregulation and decreased capillarization in skeletal muscles of male adolescent offspring rats exposed to gestational intermittent hypoxia.JPEG by Wirongrong Wongkitikamjorn (14394162)

“…Furthermore, gene expression of adiponectin receptors one and two was significantly decreased in the DIA and TA muscles. In addition, the DIA muscle from adolescent rats had significantly decreased capillary density as a result of gestational IH. …”

Image1_Metabolic dysregulation and decreased capillarization in skeletal muscles of male adolescent offspring rats exposed to gestational intermittent hypoxia.jpg by Wirongrong Wongkitikamjorn (14394162)

“…Furthermore, gene expression of adiponectin receptors one and two was significantly decreased in the DIA and TA muscles. In addition, the DIA muscle from adolescent rats had significantly decreased capillary density as a result of gestational IH. …”

Image3_Metabolic dysregulation and decreased capillarization in skeletal muscles of male adolescent offspring rats exposed to gestational intermittent hypoxia.JPEG by Wirongrong Wongkitikamjorn (14394162)

“…Furthermore, gene expression of adiponectin receptors one and two was significantly decreased in the DIA and TA muscles. In addition, the DIA muscle from adolescent rats had significantly decreased capillary density as a result of gestational IH. …”

The role of LytA in functionally linking decreased NAM <i>O-</i>acetylation with <i>hsdS</i> inversions and colony phase. by Xiu-Yuan Li (3328056)

Deficiency of <i>Irg1</i> decreased lung neutrophils in mice during <i>M</i>. <i>pneumoniae</i> infection. by Cui Wang (141700)

Table 1_Febuxostat may decrease the incidence of COVID-19 infection among patients with gout: a retrospective cohort study.docx by Weijie Wang (247184)

The requirement of LytA-associated proteins for linking decreased NAM <i>O-</i>acetylation with the orientations of <i>hsdS</i> inversions. by Xiu-Yuan Li (3328056)

BMI groups by SES. by Krystal Hunter (6820052)

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BMISES_Data_Part2. by Krystal Hunter (6820052)

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Logistic regression for LSES population. by Krystal Hunter (6820052)

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Logistic regression for HSES population. by Krystal Hunter (6820052)

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Logistic regression for overall population. by Krystal Hunter (6820052)

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BMISES_Data_Part1. by Krystal Hunter (6820052)

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Baseline characteristics of HSES/LSES population. by Krystal Hunter (6820052)

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Baseline characteristics of overall population. by Krystal Hunter (6820052)

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Diagram of study population. by Krystal Hunter (6820052)

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Venn diagram to illustrate the distribution and overlap of significant lipid metabolites across the different comparisons. by Laia Bertran (3685147)