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. …”

Table_1_Biomass, Morphology, and Dynamics of the Fine Root System Across a 3,000-M Elevation Gradient on Mt. Kilimanjaro.pdf by Natalia Sierra Cornejo (8395560)

“…<p>Fine roots (≤2 mm) consume a large proportion of photosynthates and thus play a key role in the global carbon cycle, but our knowledge about fine root biomass, production, and turnover across environmental gradients is insufficient, especially in tropical ecosystems. …”

S1 Data - by Chiara E. Hampton (16484687)

“…</p><p>Methods</p><p>Data from dogs anesthetized at referral center (2017–2020) were analyzed with three multivariate linear regression models with backward elimination using a combination of either absolute age, physiologic age, or life expectancy (ratio between age at the time of anesthetic event and expected age of death for each breed obtained from previous literature) as well as other factors as independent variables, and DOP as the dependent variable. …”

Table_4_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.xlsx by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Table_2_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.xlsx by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Table_3_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.xlsx by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Image_2_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.jpeg by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Effectiveness of Home-Based Cupping Massage Compared to Progressive Muscle Relaxation in Patients with Chronic Neck Pain—A Randomized Controlled Trial by Romy Lauche (85045)

“…Both therapies can be easily used at home and can reduce pain to a minimal clinically relevant extent. Cupping massage may however be better than PMR in improving well-being and decreasing pressure pain sensitivity but more studies with larger samples and longer follow-up periods are needed to confirm these results.…”

Image_3_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.jpeg by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Data Sheet 1_Safety profile and efficacy of secukinumab in the treatment of autoimmune myasthenia gravis: a single-center retrospective study.pdf by Shuangmei Zhang (1807303)

“…These findings highlight IL-17 inhibition as a promising targeted strategy for MG. Limitations include small sample size and retrospective design, warranting validation in larger randomized trials.…”

DataSheet1_Effective and selective adsorption of methyl tert-butyl ether on ZSM-5 zeolite: a comparative study.docx by Tingyu Hua (19431703)

“…<p>The extensive use of methyl tert-butyl ether (MTBE) as a gasoline additive has caused serious environmental problems that need to be addressed urgently. …”

Image_4_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.jpeg by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Table_1_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.xlsx by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Image_1_Differential distribution shifts in two subregions of East Asian subtropical evergreen broadleaved forests—a case of Magnoliaceae.jpeg by Hai-Yang Wu (10094155)

“…</p>Results<p>At present, the potential distributions are significantly larger than those shown by the occurrence points. …”

Leucophore formation does not require Sox10 function but is repressed by Sox10 and Sox5 (A-H) 9 dpf. by Yusuke Nagao (546940)

“…Leucophores (orange) are distributed along the dorsal surface throughout the anterioposterior axis of WT, as scattered individual cells in the head, and along the midline in the body (A). As the number of functional <i>sox10</i> alleles decreases, leucophore numbers on the head are progressively increased (A-D, I, <i>p</i><0.05 by Kruskal-Wallis test), whereas in the body they are progressively decreased (J, <i>p</i><0.05 by Kruskal-Wallis test). …”