PCA-CGAN model convergence curve. 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. …”

PCA-CGAN Structure Diagram. 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. …”

Comparison of Model Five-classification 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. …”

PCAECG-GAN K-fold experiment 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. …”

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. …”

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. …”

Data Sheet 1_Global, regional and national burden of neck pain in children and adolescents: GBD 2021 systematic analysis.pdf by Chao Sun (139686)

“…A pronounced age gradient was observed, with rates in 2021 peaking in the 15–19 years group (1,012.03 per 100,000) compared to the 5–9 years group (97.44 per 100,000), though the youngest group showed the largest relative increases over time (AAPC 0.10%). …”

Table 1_Rainfall distribution variability controls surface but not belowground litter decomposition in a semi-arid shrubland.docx by Yulin Li (36434)

Image 1_Allergen immunotherapy using recombinant Culicoides allergens improves clinical signs of equine insect bite hypersensitivity.jpeg by Anneli Graner (19759464)

“…</p>Results<p>In the first treatment year, the decrease in average IBH lesion score was significantly larger in the AIT compared to the placebo group, with 67% of the AIT group and 25% of the placebo horses reaching >50% improvement of the average IBH lesion score. …”

Autophagy facilitates CTV infection in <i>Nicotiana benthamiana.</i> by Yongle Zhang (11355546)

ROC Results Predicted in the Sample. by Fangyi Yang (18867853)

“…Findings reveal that extended forced parking durations, longer travel times, and increased instances of forced stops are associated with decreased hazard rates, suggesting a higher tolerance for prolonged waiting. …”

ROC Results Predicted for Out of the Sample. by Fangyi Yang (18867853)

“…Findings reveal that extended forced parking durations, longer travel times, and increased instances of forced stops are associated with decreased hazard rates, suggesting a higher tolerance for prolonged waiting. …”

Table1_Variation of leaf shape with tree size: a case study using Camptotheca acuminata Decne.xlsx by Ke He (331344)

“…The centroid ratio slightly decreased with increasing DBH, indicating that larger trees tend to have more ovate leaves than elliptical leaves. …”

Data Sheet 1_Factors associated with cognitive flexibility in people with opioid-use disorder: a pilot study.docx by Paul S. Regier (8277792)

“…NSCs) exhibited significantly lower performance on the conditional exclusion task (CET) (Accuracy: 1.11 vs. 2.38, p < 0.001) and the n-Back task (NBT) (F1 Scores: 83% vs. 95%, p < 0.001). …”

Table 2_Mortality and trends of pulmonary arterial hypertension, 1990–2021: a population-based study.docx by Linhong Jiang (5004347)

“…Projection of the global burden of PAH from 2022 to 2036 demonstrated a progressive increase in case number, but the ASMR remained largely unchanged.…”

Table 1_Mortality and trends of pulmonary arterial hypertension, 1990–2021: a population-based study.docx by Linhong Jiang (5004347)

“…Projection of the global burden of PAH from 2022 to 2036 demonstrated a progressive increase in case number, but the ASMR remained largely unchanged.…”

Table 3_Mortality and trends of pulmonary arterial hypertension, 1990–2021: a population-based study.docx by Linhong Jiang (5004347)

“…Projection of the global burden of PAH from 2022 to 2036 demonstrated a progressive increase in case number, but the ASMR remained largely unchanged.…”

CTV p20 interacts with NbSGS3 and mediates autophagic degradation of NbSGS3. by Yongle Zhang (11355546)

Image 1_Immunosuppressants in dermatology on vaccine immunogenicity: a prospective cohort study of pemphigus patients in the pandemic.tif by Kun-Lin Lu (7256960)

“…COVID-19 vaccinations spaced at least six months after the last rituximab infusion did not cause a significant difference in anti-viral T-cell or antibody responses between rituximab-naïve and rituximab-treated patients. …”

Image 2_Immunosuppressants in dermatology on vaccine immunogenicity: a prospective cohort study of pemphigus patients in the pandemic.tif by Kun-Lin Lu (7256960)

“…COVID-19 vaccinations spaced at least six months after the last rituximab infusion did not cause a significant difference in anti-viral T-cell or antibody responses between rituximab-naïve and rituximab-treated patients. …”