The MAE value of the model under raw data. حسب 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. …"

Three error values under raw data. حسب 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. …"

Decomposition of time scries plot. حسب 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. …"

Changes in sodium levels, serving sizes, and calories in matched restaurant menu items (2016–2020) by sodium reduction or increase. حسب Caroline G. Middleton (22041479)

الموضوعات:

Sodium level changes in matched restaurant menu items (2016–2020) by UK NSRI food category. حسب Caroline G. Middleton (22041479)

الموضوعات:

Sodium levels (mg/100 g) in matched restaurant menu items in 2016 and 2020 by UK NSRI food categories with ≥ 10 items. حسب Caroline G. Middleton (22041479)

الموضوعات:

Data Sheet 1_Prehospital tranexamic acid decreases early mortality in trauma patients: a systematic review and meta-analysis.docx حسب Yi Li (1144)

"…</p>Conclusion<p>Prehospital TXA decreases early (24-h) mortality in trauma patients without a significant increase in the risk of VTE and other complications, and further studies are still needed to improve and optimize its management strategy.…"

Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML حسب Ayush Garg (21090944)

الموضوعات:

Image1_Association between mental health and male fertility: depression, rather than anxiety, is linked to decreased semen quality.tif حسب Yi Zhang (9093)

"…</p>Results<p>Status of depression was negatively associated with semen quality parameters, whereas no statistically significant association was recognized between anxiety and semen quality except that sperm concentration was decreased by 25.60 (95% CI, 1.226 to 49.965, P=0.040) ×10⁶/ml in moderate to severe anxiety group referring to normal group. …"

Data Sheet 1_The “best practices for farming” successfully contributed to decrease the antibiotic resistance gene abundances within dairy farms.docx حسب Barbara Salerno (12894908)

"…Despite similar levels of antibiotic administration (based on veterinary prescription data from the sampled farms) in both sampling campaigns, the total abundance of selected ARGs, particularly bla_TEM and tetA, significantly decreased after the adoption of the farming guidelines.…"

A prepubertal CD decreases plasma leptin and cholesterol concentrations in adulthood despite a chronic HFD in Sprague-Dawley male rats. حسب Ana Aguilar-Lozano (20614619)

LncRNA <i>C5orf64</i> polymorphisms (rs12518552 and rs2950218) decreases pulmonary tuberculosis susceptibility حسب Shilin Xu (1884217)

Data Sheet 1_Decreased brain-derived neurotrophic factor expression in chronic kidney disease: integrated clinical and experimental evidence.docx حسب Juan Chen (61123)

"…</p>Conclusion<p>This study integrated meta-analysis, murine model validation, and single-cell transcriptomic profiling to demonstrate a significant reduction of BDNF in CKD. Furthermore, renal BDNF expression decreased locally, predominantly originating from proximal tubule cells, macrophages, and podocytes, possibly epigenetically inhibited by the upregulation of lnc RNA Bdnf-as.…"

Conditional ablation of <i>Ybx1</i> leads to a reduction in cortical progenitor cell pool and a decrease in cortical thickness. حسب Jian Zhang (1682)

Phosphorylation as an Effective Tool to Improve Stability and Reduce Toxicity of Antimicrobial Peptides حسب Zufang Ba (11036420)

"…Among them, W₃BipY₈-P stood out as the most promising peptide, exhibiting similar antibacterial activity as its unphosphorylated analog W₃BipY₈ but with significantly reduced hemolytic activity (19-fold decrease), cytotoxicity (3.3-fold decrease), and an extended serum half-life 6.3 times longer than W₃BipY₈. …"

Supplementary Material for: Adult Patients with Hbs-Only Phenotype of Sickle Cell Disease have a Decreased Arginine/Asymmetric Dimethylarginine Ratio حسب figshare admin karger (2628495)

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

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

Table 1_Febuxostat may decrease the incidence of COVID-19 infection among patients with gout: a retrospective cohort study.docx حسب 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. حسب Xiu-Yuan Li (3328056)