PCA-CGAN Pseudocode Table. by Chao Tang (10925)

“…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

PCA-CGAN Ablation Experiment Results. by Chao Tang (10925)

“…Experiments demonstrate that PCA-CGAN not only achieves stable convergence on a large-scale heterogeneous dataset comprising 43 patients for the first time but also resolves the “dilution effect” problem in data augmentation, avoiding the asymmetric phenomenon where Precision increases while Recall decreases. After data augmentation, the ResNet model’s average F1 score improved significantly, with particularly outstanding performance on rare categories such as atrial premature beats, far surpassing traditional methods like SigCWGAN and TD-GAN. …”

Table 1_The mechanism of Guanxin Qiwei dropping pills target Dubosiella to improve atherosclerosis.docx by Yuanhong Liao (359147)

Antibodies information. by Xin Zhang (35492)

“…At 42 days post-injury, compared with SCI rats, the Basso–Beattie–Bresnahan score (P = 0.0007) and Gait Symmetry (P = 0.0002) were significantly improved after combination therapy. On histology of rat soleus muscle, compared with SCI rats, the combined treatment significantly increased the wet weight ratio, muscle fiber cross-sectional area and acetylcholinesterase (all P<0.0001). …”

Ablation results. by Gang Xu (219455)

“…This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …”

Complexity comparison results. by Gang Xu (219455)

“…This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …”

Ablation results on Nerf-Det [28]. by Gang Xu (219455)

“…This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …”

Ablation results on noise. by Gang Xu (219455)

“…This improvement effectively demonstrates the efficacy of our method in significantly enhancing 3D object detection performance through improved geometric perception and comprehensive scene understanding. …”

Global burden of disease dataset. by Manan Raina (14648477)

“…<div><p>Background</p><p>Chronic kidney disease (CKD) poses a significant global health challenge; however, its burden on pediatric populations remains underexplored. …”

ASIR prediction from 2020 to 2030 by sex. by Majed M. Ramadan (22379116)

“…Bahrain also saw a significant increase in male Age-standardized death rate (ASDR), despite all other countries experiencing a decrease. …”

Khodaei. by Mohammadreza Khodaei (22493156)

“…However, supplementing the CD with Mix 2 (lemon, black pepper, sumac, and chicory) consistently led to the most significant improvements across all measured parameters, proving to be an effective dietary intervention to prevent FLHS in laying hens.…”

Supplementary Material for: Adjuvant Lip Gauze Wet Dressing Restores Lip Barrier Function and Improves Atopic Cheilitis by figshare admin karger (2628495)

“…Results indicated that patients exhibited decreased lip barrier function, which improved significantly with gauze wet dressing, enhancing hydration and normalizing pH levels within 30 minutes. …”

Table 1_Platelet-rich plasma improves pain and function in knee osteoarthritis: a retrospective study.docx by Yi-Ting Sun (4691629)

“…</p>Results<p>At 6 months, the median (IQR) VAS score significantly decreased from 66.5 (27) to 24 (34) (95% CI = −38 to −30.5), p < 0.001), and WOMAC scores improved from 29 (22) to 12 (14) (95% CI = −16.5 to −12), p < 0.001). …”

Smart spot and smart triage platform. by Rebecca Goertzen (22008461)

“…The inpatient mortality rate decreased from 5.1% in August 2018 to 2.6% in October 2023, with a significant increase in the number of cases with comparable illness severity.…”

HICH patient demographics during QI intervention. by Rebecca Goertzen (22008461)

“…The inpatient mortality rate decreased from 5.1% in August 2018 to 2.6% in October 2023, with a significant increase in the number of cases with comparable illness severity.…”

BMI and sex disparity in uric acid level improvement in patients with obesity and diabetes following laparoscopic sleeve gastrectomy by Bian Wu (111324)

“…UA level improvement showed significant correlation with BMI improvement in all three BMI groups in females while only in BMI 28–32.5 group in males. …”

Image 1_Myo-inositol improves developmental competence and reduces oxidative stress in porcine parthenogenetic embryos.tif by Ali Jawad (1728757)

“…</p>Results<p>The results showed that Myo-Ins at concentrations of 10 and 20 mM significantly increased the blastocyst formation rate compared to the control group. …”

Data Sheet 1_Chicory supplementation improves growth performance in juvenile ostriches potentially by attenuating enteritis.docx by Meng Li (79487)

“…The diet with the CC supplementation significantly increased the abundance of Phascolactobacteria (linear discriminant analysis; LDA >4) and Bacteroidota (26.7% vs. 17.7%, respectively) as well as decreased the enrichment of Clostridium (5.0% vs. 9.1%, respectively) in the ostrich ilea compared to the diet without CC. …”

Table 1_Myo-inositol improves developmental competence and reduces oxidative stress in porcine parthenogenetic embryos.docx by Ali Jawad (1728757)

“…</p>Results<p>The results showed that Myo-Ins at concentrations of 10 and 20 mM significantly increased the blastocyst formation rate compared to the control group. …”

Table 1_Case Report: Endoscopic examination improves the diagnosis of inconspicuous helminth infections in adults in Shanghai.xls by Yang Si (1530220)

“…<p>With advancements in medical care and improved public health in China, the incidence of hookworm infections has significantly decreased, particularly in first-tier cities. …”