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

“…Their ability to navigate with both complete and incomplete instructions is then evaluated in seen and unseen environments. Our results show that RL agents successfully learn to navigate even with incomplete instructions, significantly outperforming random agents. …”

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

“…Based on a multi–year precipitation manipulation experiment in a typical temperate steppe on the Loess Plateau, this study systematically examined the influence of soil viral and microbial community structures, as well as their interactions, on microbial necromass carbon accumulation. 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. …”

Data Sheet 1_Influence of the polysaccharide capsule on virulence and fitness of Klebsiella pneumoniae.pdf by Lisa Zierke (20682053)

“…Infections of Galleria mellonella larvae showed a significantly decreased virulence potential of the CPS-deficient mutant.…”

Image 2_3KO-NSCs ameliorate behavioral deficits and modulate gut microbiota in a VPA-induced C57BL/6 mouse model of autism.tif by Caixia Wu (8959697)

“…Assessments included behavioral assays (social interaction, repetitive behaviors), hippocampal cytokine profiling (IL-6, TNF-α), 16S rRNA sequencing for gut microbiota analysis, immunohistochemistry (Iba1⁺ microglia), and ultrastructural synaptic analysis.</p>Results<p>3KO-hiPSC-NSC treatment significantly ameliorated VPA-induced ASD-like behaviors. …”

mAP0.5 Curves of various models. by Yaojun Zhang (389482)

“…GSConv employs a channel grouping approach, streamlining model parameters without sacrificing accuracy. Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …”

Supplementary Material for: A common variant in NID1 gene associated with the prognosis of heart failure by figshare admin karger (2628495)

“…Western blot analysis demonstrated that the protein level of NID1 was significantly higher in the rs3738530-T allele compared to the A allele (P < 0.05). …”

Data Sheet 1_GPER1 signaling restricts macrophage proliferation and accumulation in human hepatocellular carcinoma.pdf by Yanyan Yang (412382)

“…The expression of G protein–coupled estrogen receptor 1 (GPER1), a non-classical estrogen receptor, was significantly decreased in proliferating macrophages, and was inversely correlated with macrophage proliferation in HCC tumors. …”

Data Sheet 12_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. …”

Network loss function change diagram. by Yaojun Zhang (389482)

“…GSConv employs a channel grouping approach, streamlining model parameters without sacrificing accuracy. Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …”

Image 14_RBM15-mediated metabolic reprogramming boosts immune response in colorectal cancer.jpeg by Chen Wang (88408)

“…In vivo, RBM15 depletion significantly delayed tumor progression and enhanced CD8⁺ T cell infiltration and activation in the tumor microenvironment.…”

Adverse events in patients with castration-resistant prostate cancer treated with ra-223: a retrospective pharmacovigilance study by Lei Yang (102719)

“…Four sequential analysis strategies were employed to assess the significance of these AEs.</p> <p>In total, 4,228 Ra-223-related AE reports were identified in the FAERS database. …”

Table 1_Integrative multi-omics analysis and experimental validation identify molecular subtypes, prognostic signature, and CA9 as a therapeutic target in oral squamous cell carcin... by Yun Zhao (48978)

“…In vitro experiments validated CA9 as a promising therapeutic target, with its knockdown significantly inhibiting OSCC cell proliferation and migration.…”

Data Sheet 3_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. …”

Comparative diagrams of different indicators. by Yaojun Zhang (389482)

“…GSConv employs a channel grouping approach, streamlining model parameters without sacrificing accuracy. Results on a specialized dataset reveal that YOLOv8n-BWG outperforms YOLOv8n by increasing the mean Average Precision (mAP) by 4.2%, boosting recognition speed by 21.3% per second, and decreasing both the number of floating-point operations (FLOPs) by 28.9% and model size by 26.3%. …”

Disruption of Astrocyte Communication by Carbenoxolone During Shockwave-Induced Stress by Serina Yan (22416354)

“…Peak calcium intensity was significantly reduced at 100 µM CBX, and both rise and fall rates of calcium signals decreased with increasing CBX concentration. …”

Image 2_Modulation of VR-HMD-induced cybersickness using cathodal transcranial direct current stimulation: a functional near-infrared spectroscopy study.jpeg by Seong Ho Yun (22686965)

“…Cybersickness symptoms were assessed using the Simulator Sickness Questionnaire (SSQ). Results showed that cathodal tDCS significantly reduced nausea-related cybersickness symptoms compared to sham stimulation (p < 0.05). fNIRS analysis revealed decreased oxyhemoglobin concentrations in the bilateral superior parietal lobule and angular gyrus following cathodal tDCS, indicating reduced cortical activity in these regions. …”

Table 1_The impact of tumor burden score on prognosis in patients after radical resection of hepatocellular carcinoma: a single-center retrospective study.docx by Junzhang Huang (13237880)

“…Using X-Tile software, the best threshold TBS to judge patient prognostic outcome following radical resection of HCC was 10.77.</p>Results<p>Kaplan–Meier curve analysis revealed that patients with high TBS showed considerably decreased OS relative to the control group, accompanied by an increased recurrence rate. …”

Does policy integration in renewable energy deployment enhance environmental sustainability in Africa? by Mary Donkor (20463828)

“…Our findings indicate that policy integration and renewable energy are crucial for promoting environmental sustainability. Specifically, the results show that voice and accountability significantly reduce CO₂ emissions, while political stability and control of corruption contribute to substantial reductions in N₂O emissions. …”

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. …”

Image 12_RBM15-mediated metabolic reprogramming boosts immune response in colorectal cancer.jpeg by Chen Wang (88408)

“…In vivo, RBM15 depletion significantly delayed tumor progression and enhanced CD8⁺ T cell infiltration and activation in the tumor microenvironment.…”