Ablation Experiment GradCAM Heatmap. by Chunhua Yang (346871)

“…The experimental results demonstrate that when compared to YOLOv10, S-YOLOv10-ASI shows significant improvements across various metrics. Specifically, Bounding Box Regression Loss decreases by over 30% in the training set, while Classification Loss and Bounding Box Regression Loss drop by more than 60% in the validation set. …”

Data Sheet 1_Biorefinery—inspired, two-step valorization strategy to manage plant-based recalcitrant organic waste, involving solvent extraction, and fermentation with Bacillus cla... by Sreejith Meppoyilam (20563139)

“…This novel two-step valorization workflow involves the extraction of small molecules using organic solvents, and fermentation of resulting denatured residues (increased biodegradability or decreased recalcitrance) of reduced microbial load. …”

Supplementary Material for: Urinary lactate-to-creatinine ratio during the first days of life correlates with the degree of brain damage in premature infants by Zasada M. (20394470)

“…Only the GBAS moderate+severe subgroup presented with a secondary increase in the ULCR on the 3rd DOL, whereas in the GBAS normal or mild, the ULCR oscillated around similar values or gradually decreased. …”

Table 2_Integrative physiological, biochemical, and metabolomic analyses reveal complex drought and zinc stress tolerance in a novel Miscanthus hybrid.xlsx by Monirul Islam (283000)

“…Drought, Zn, and combination D + Zn stress treatments increased proline accumulation (p < 0.0001), antioxidant enzyme activities (p < 0.05), including superoxide dismutase (SOD), ascorbate peroxidase (APX), glutathione reductase (GR), and decreased levels of MDA. …”

Space-to-depth convolution. by Chunhua Yang (346871)

“…The experimental results demonstrate that when compared to YOLOv10, S-YOLOv10-ASI shows significant improvements across various metrics. Specifically, Bounding Box Regression Loss decreases by over 30% in the training set, while Classification Loss and Bounding Box Regression Loss drop by more than 60% in the validation set. …”

Table 4_Scalability of spheroid-derived small extracellular vesicles production in stirred systems.xlsx by Thibaud Dauphin (21196820)

“…Compared to a monolayer reference process, sEV yield decreased two-fold in SpF, but increased two-fold in STBr. …”

Data augmentation. by Chunhua Yang (346871)

“…The experimental results demonstrate that when compared to YOLOv10, S-YOLOv10-ASI shows significant improvements across various metrics. Specifically, Bounding Box Regression Loss decreases by over 30% in the training set, while Classification Loss and Bounding Box Regression Loss drop by more than 60% in the validation set. …”

Data Sheet 1_Interaction between nasal epithelial cells and Tregs in allergic rhinitis responses to allergen via CCL1/CCR8.pdf by Jichao Sha (20756840)

“…In the AR + Derp1 group, TSLP was higher, and CCL1 protein levels were decreased. There were no significant differences in IL-25, TGF-β and IL-10. …”

Table 7_Cardiac energy metabolic disorder and gut microbiota imbalance: a study on the therapeutic potential of Shenfu Injection in rats with heart failure.csv by Zhenyu Zhao (737165)

“…</p>Results<p>Myocardial energy metabolism in HF rats was disordered, characterized by reduced fatty acid oxidation, enhanced anaerobic glycolysis of glucose, mitochondrial damage, and decreased ATP content; The gut microbiota of HF rats was imbalanced, with a reduction in beneficial bacteria, an increase in conditional pathogenic bacteria, and impaired intestinal barrier function; Both Shenfu Injection and trimetazidine improved myocardial energy metabolism and cardiac function, but Shenfu Injection was more significant in regulating gut microbiota and improving intestinal health; The production of SCFAs from the gut microbiota of HF rats increased, which may be closely related to myocardial energy metabolism; SCFAs-producing bacteria Akkermansia and Blautia played a key role in the development of HF, and their abundance was positively correlated with SCFAs content.…”

Table 2_Scalability of spheroid-derived small extracellular vesicles production in stirred systems.xlsx by Thibaud Dauphin (21196820)

“…Compared to a monolayer reference process, sEV yield decreased two-fold in SpF, but increased two-fold in STBr. …”

Table 2_Leucocalocybe mongolica inoculation enhances rice growth by reallocating resources from flavonoid defense to development via MYB/bHLH/WRKY networks.xlsx by Mingzheng Duan (11630632)

“…Rice plants treated with varying concentrations of LY9-transformed soil (10%, 30%, and 50%) exhibited significant improvements in phenotypic traits, including increased tiller numbers, shoot length (989 mm), and root length (518 mm), alongside elevated chlorophyll content, indicating enhanced photosynthetic efficiency. …”

Side angle tea picking. by Chunhua Yang (346871)

“…The experimental results demonstrate that when compared to YOLOv10, S-YOLOv10-ASI shows significant improvements across various metrics. Specifically, Bounding Box Regression Loss decreases by over 30% in the training set, while Classification Loss and Bounding Box Regression Loss drop by more than 60% in the validation set. …”

Image 1_Distinct brain and neurocognitive transformations after bariatric surgery: a pilot study.jpeg by Bhaswati Roy (2802559)

“…</p>Results<p>At baseline, obese patients had significant brain tissue changes seen in MRI and decreased cognitive scores compared to controls (MoCA 26 vs 28, P = 0.017). …”

Development of immediate release tablet formulations of lornoxicam with hot melt extrusion-based three-dimensional printing technology by Aysel Yilmaz (20478966)

“…</p> <p>Although the solubility of LRX increases with pH, disintegrating agents such as MCC II had a more significant effect on the dissolution of LRX than sodium bicarbonate, which was used as the alkalinizing pore-forming agent. …”

Image 1_MicroRNA-27b alleviates septic cardiomyopathy by targeting the Mff/MAVS axis.tif by Xincai Wang (7819064)

“…LPS-induced SCM model exhibited cardiac dysfunction, myocardial injury, mitochondrial abnormalities, decreased miR-27b expression, and increased Mff and MAVS levels. miR-27b targeted Mff to maintain mitochondrial homeostasis, thus attenuating LPS-induced cardiomyocyte inflammation and apoptosis, while Mff overexpression reversed this protective effect.…”

Table 1_Impact of in-hospital COVID-19 quarantine policy changes on quality of acute stroke care: a single center experience.docx by Minkyung Kim (741928)

“…The number of hyperacute stroke patients gradually decreased as the pandemic progressed. Time indicators, including door-to-referral time, DIT, and DPT during the pandemic were increased. …”

Table 1_Differential brain activity in patients with disorders of consciousness: a 3-month rs-fMRI study using amplitude of low-frequency fluctuation.docx by Xuewei Qin (20426600)

“…</p>Results<p>Patients with TBI showed increased ALFF in the thalamus and anterior cingulate cortex, whereas the middle occipital lobe showed decreased ALFF. …”

Table 9_Cardiac energy metabolic disorder and gut microbiota imbalance: a study on the therapeutic potential of Shenfu Injection in rats with heart failure.csv by Zhenyu Zhao (737165)

“…</p>Results<p>Myocardial energy metabolism in HF rats was disordered, characterized by reduced fatty acid oxidation, enhanced anaerobic glycolysis of glucose, mitochondrial damage, and decreased ATP content; The gut microbiota of HF rats was imbalanced, with a reduction in beneficial bacteria, an increase in conditional pathogenic bacteria, and impaired intestinal barrier function; Both Shenfu Injection and trimetazidine improved myocardial energy metabolism and cardiac function, but Shenfu Injection was more significant in regulating gut microbiota and improving intestinal health; The production of SCFAs from the gut microbiota of HF rats increased, which may be closely related to myocardial energy metabolism; SCFAs-producing bacteria Akkermansia and Blautia played a key role in the development of HF, and their abundance was positively correlated with SCFAs content.…”

Dexmedetomidine improves septic acute kidney injury by inhibiting inflammation and oxidative stress through the activation of the Pink1/Park2 autophagy pathway by Qiuxia Liao (21507933)

“…Notably, all results were statistically significant. Overall, our findings revealed that dexmedetomidine may mitigate inflammation, oxidative stress, and renal dysfunction in mice with SAKI by upregulating the Pink1/Park2-mediated autophagy pathway. …”

Data Sheet 1_Integrative analysis of DNA methylation, RNA sequencing, and genomic variants in the cancer genome atlas (TCGA) to predict endometrial cancer recurrence.zip by Jin Hwa Hong (6523928)

“…</p>Results<p>A machine learning analysis combined with box plots showed that in the copy number-high (CN-H) recurrence group, PARD6G-AS1 had decreased methylation, CSMD1 had increased methylation, and TESC expression was higher than the non-recurrence group. …”