Performance comparison of three loss functions. by Yaojun Zhang (389482)

“…Significantly, deploying YOLOv8n-BWG on drones yielded promising outcomes in smoke detection, offering innovative approaches and insights for effective smoke monitoring practices.…”

DataSheet12_Refining dual RNA-seq mapping: sequential and combined approaches in host-parasitic plant dynamics.csv by Carmine Fruggiero (20143830)

“…The evolutionary distance between parasitic and host plants did not significantly impact the accuracy of read assignment to their respective genomes since enough polymorphisms were present to ensure reliable differentiation. …”

Cage Friction Measurements in High-Speed Bearings by Joseph Leo Misenar (22504786)

“…The cage friction exhibited a dichotomic behavior, increasing in the oil-dominant regime at lower speeds and decreasing significantly in the air-dominant regime at higher speeds. …”

Table 2_PCP4 inhibits the progression of prostate cancer through Ca2+/CAMKK2/AMPK/AR pathway.xlsx by Wenqiao Jia (12356306)

“…</p>Conclusion<p>Our findings elucidate the molecular mechanism that PCP4 downregulation promotes PCa progression via Ca²⁺/CAMKK2/AMPK/AR pathway, highlighting its significance in CRPC development.</p>…”

Table 1_Case Report: Identification of a novel hemizygous CFAP47 variant in a primary ciliary dyskinesia patient with dual ciliary and flagellar defects.docx by Miao He (148269)

“…Experimental validation revealed significantly decreased CFAP47 mRNA levels in the patient’s sperm and the HEK293 cells transfected with mutant plasmid compared to controls, suggesting impaired transcript stability.…”

Flowchart of the study. by Ramazan Cevik (19959160)

“…After the intervention, all groups showed increased ROM and decreased VAS and NDI scores (p<0.001). The Mulligan group exhibited significantly greater improvement in VAS, ROM, and NDI compared to other groups (p<0.001). …”

Table 1_Declining trends in sweetness of the diet in the United Kingdom: 2008/9–2018/19.docx by Inga Kutepova (20873687)

“…Overall, the decline in ASE was larger for beverages than foods (ASE values declined 20.7% for beverages vs. 4.4% for foods), although both decreased significantly (p-value < 0.01). Dietary sweetness has changed in the UK, due to a combination of consumer behavior, reformulations, policies, public health awareness programs, and media campaigns, emphasizing its multifactorial nature.…”

Data Sheet 1_Dual upregulation of miRNA-143 and miRNA-506 in non-small cell lung cancer inhibits proliferation, motility, migration, and tumor growth.pdf by Archana Shrestha (3641959)

“…The dual miR upregulation increased the G2 phase cell population and decreased cell proliferation, motility, migration, and colony formation. …”

Image 1_Multi-omics analysis reveals that low cathepsin S expression aggravates sepsis progression and worse prognosis via inducing monocyte polarization.jpeg by Xiao-Ting Luo (20836646)

“…Inflammatory markers (p < 0.05) and migration ability of LPS-activated monocytes were significantly reduced after CTSS agonist. In addition, CTSS agonist decreased the pulmonary tissue monocyte/macrophages infiltration in septic mice.…”

Data Sheet 9_Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective.pdf by Didar Murad (12220805)

“…We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. …”

DataSheet6_Refining dual RNA-seq mapping: sequential and combined approaches in host-parasitic plant dynamics.csv by Carmine Fruggiero (20143830)

“…The evolutionary distance between parasitic and host plants did not significantly impact the accuracy of read assignment to their respective genomes since enough polymorphisms were present to ensure reliable differentiation. …”

Image 5_Integrated metagenomics and metabolomics analysis reveals dynamic changes of microbiota and metabolic profile during fermentation of cigar tobacco (Nicotiana tabacum L.) le... by Ting Yang (189879)

“…Furthermore, 29 out of 47 differential metabolites significantly correlated with the eight dominant microbial genera. …”

Data Sheet 4_Unravelling the impact of SARS-CoV-2 on hemostatic and complement systems: a systems immunology perspective.csv by Didar Murad (12220805)

“…We explored that the decreased levels of complement factor H and C1-inhibitor significantly elevate these components, whereas tissue factor pathway inhibitor and alpha-2-macroglobulin have more modest effects. …”

Image 6_3KO-NSCs ameliorate behavioral deficits and modulate gut microbiota in a VPA-induced C57BL/6 mouse model of autism.tif by Caixia Wu (8959697)

“…</p>Results<p>3KO-hiPSC-NSC treatment significantly ameliorated VPA-induced ASD-like behaviors. …”

Physical model. by Yuxuan Liu (349237)

“…Results indicate that installing a return pipe significantly reduces dust overflow caused by impact airflow during blanking. …”

Reinforcement Learning for Assessing Route Instruction Usability in Complex Indoor Spaces by Reza Arabsheibani (14244716)

“…Our results show that RL agents successfully learn to navigate even with incomplete instructions, significantly outperforming random agents. Agents trained on diverse environments generalize well to novel settings, although performance decreases with higher environmental complexity and finer-grained instruction grammars when instructions are incomplete. …”

Soil viral and microbial interactions facilitate microbial necromass carbon accumulation in the semiarid typical steppe under altered precipitation_Research Data by Cui Han (15263150)

“…The results showed that decreased precipitation significantly reduced microbial necromass carbon (BNC, MNC, and BNC/MNC) and their relative contributions to SOC (BNC/SOC and MNC/SOC), whereas increased precipitation had relatively weaker effects. …”

Error-Bar graph. by Haichao Li (225035)

“…Results show that SIDFM reduces navigation errors by 12.09% at low acceleration and 11.43% at high acceleration while also significantly decreasing positioning errors. These improvements enhance the stability, precision, and safety of AGVs in dynamic manufacturing environments. …”

Image 1_Human beta defensin-2 protects the epithelial barrier during methicillin-resistant Staphylococcus aureus infection in chronic rhinosinusitis with nasal polyps.tif by Tengfei Tian (1793545)

“…The presence of hBD-2 significantly reduced the invasive ability of MRSA in HNECs. …”

Data Sheet 1_α-methyltryptophan-mediated protection against diabetic nephropathy in db/db mice as studied with a metabolomics approach.docx by Aimin Cai (6190532)

“…</p>Results<p>The results of the study demonstrated that α-MT significantly reduced the urinary excretion of albumin and creatinine, improved kidney function, and decreased renal fibrosis in db/db mice. …”