Deep reinforcement learning agents trained using a curriculum solve navigation tasks with delayed rewards. by William L. Tong (22238845)

“…E-G: As in panels A-D for a localization task. The agent is required to navigate towards a source which emits Poisson-distributed cues whose detection probability decreases with distance from the source (colored in green on a log scale). …”

The alien A<i>cacia salicina</i> invasive does not infiltrate the native soil rhizobial symbiosis networks by Mokhtar Rejili (17631037)

“…<p>Using <i>Lotus creticus</i>-rhizobia-<i>A. salicina</i> interaction networks, we address first the soil invasion success of <i>A. salicina</i>, and second, we report either <i>A. salicina</i>-rhizobia partnership should form an isolated module within the symbiosis interaction network. …”

Table 1_Silicon application enhances drought resilience in buckwheat: a comparative study of three varieties.docx by Jiri Krucky (22299112)

“…La Harpe and Panda showed lower RWC, Ψ_s, A, E, and g_s under drought than Smuga. …”

Table 2_Factors influencing bone mineral density in hyperparathyroidism phenotypes: a prospective study.xlsx by Margot Giocondo (21435500)

“…</p>Results<p>According to predefined thresholds, 40.0% of patients experienced a significant BMD gain at the spine, 35.1% at the femur, 23.5% at the left hip, and 8.6% at the radius. …”

Table 1_Factors influencing bone mineral density in hyperparathyroidism phenotypes: a prospective study.xlsx by Margot Giocondo (21435500)

“…</p>Results<p>According to predefined thresholds, 40.0% of patients experienced a significant BMD gain at the spine, 35.1% at the femur, 23.5% at the left hip, and 8.6% at the radius. …”

Table 1_Singing for memory: neural and cognitive effects of a choral intervention in older adults.docx by Miriam Napadow (17538380)

“…Additionally, task-dependent functional connectivity increased between the right lateral prefrontal cortex, left posterior fusiform cortex and left hippocampus, while connectivity between the right lateral prefrontal cortex and the left inferior frontal gyrus decreased after the intervention.</p>Discussion<p>These findings suggest that regular participation in choral singing may enhance episodic memory and have a positive influence on related brain networks in older adults. …”

Results of rutting test. by Xiaoyan Liu (158152)

“…Experimental results demonstrated that after thermal-oxidative and wet-dry cycle aging at 60°C and 70°C, the performance indices of SBS-modified asphalt with different additive contents deteriorated significantly. Specifically, the penetration ratio decreased by an average of 29.1%, the ductility ratio declined by 14.6%, and the softening point ratio increased by 60.3%. …”

IGF-1 increases mature collagen in females in mice with systemic MMP8 deficiency and myeloid MMP8 reintroduction. by Patricia Snarski (22305205)

“…(n = 5−12 mice per group). Green fibers are significantly decreased (p = 0.0268) in IGF-1 treated mice that have MMP8 only in MF. …”

DSR test results. by Xiaoyan Liu (158152)

“…Experimental results demonstrated that after thermal-oxidative and wet-dry cycle aging at 60°C and 70°C, the performance indices of SBS-modified asphalt with different additive contents deteriorated significantly. Specifically, the penetration ratio decreased by an average of 29.1%, the ductility ratio declined by 14.6%, and the softening point ratio increased by 60.3%. …”

Raw data by Xiaoyan Liu (158152)

“…Experimental results demonstrated that after thermal-oxidative and wet-dry cycle aging at 60°C and 70°C, the performance indices of SBS-modified asphalt with different additive contents deteriorated significantly. Specifically, the penetration ratio decreased by an average of 29.1%, the ductility ratio declined by 14.6%, and the softening point ratio increased by 60.3%. …”

Raw data. by Xiaoyan Liu (158152)

“…Experimental results demonstrated that after thermal-oxidative and wet-dry cycle aging at 60°C and 70°C, the performance indices of SBS-modified asphalt with different additive contents deteriorated significantly. Specifically, the penetration ratio decreased by an average of 29.1%, the ductility ratio declined by 14.6%, and the softening point ratio increased by 60.3%. …”

Dynamine 3 as a diagnostic and prognostic biomarker in pancreatic cancer: Implications for early detection and targeted therapy by Fatih Yay (20606054)

“…<p>Dynamins are defined as a group of molecules with GTPase activity. Among them, DNM3 has gained recognition in oncology for its tumor suppressor role. …”

Evaluating the effectiveness of safety countermeasures at highway–railway grade crossing based on a machine learning framework by Mohammadali Zayandehroodi (19746176)

“…This approach contributes to a clearer understanding of how each countermeasure impacts collision frequency. …”

Illustrative diagram of the three crash types. by Chun-Chieh Chao (2681722)

“…</p><p>Results</p><p>Significant risk factors for overtaking crashes included heavy goods vehicles (HGVs) as crash partners (AOR = 1.30, 95% CI 1.27–1.33), and elderly crash partners (AOR = 2.01, 95% CI = 1.94–2.09), and decreased risk in rural area with speed limits of 20–30 miles per hour (AOR = 0.45, 95% CI = 0.43–0.47). …”

Multivariate logistic regression results. by Chun-Chieh Chao (2681722)

“…</p><p>Results</p><p>Significant risk factors for overtaking crashes included heavy goods vehicles (HGVs) as crash partners (AOR = 1.30, 95% CI 1.27–1.33), and elderly crash partners (AOR = 2.01, 95% CI = 1.94–2.09), and decreased risk in rural area with speed limits of 20–30 miles per hour (AOR = 0.45, 95% CI = 0.43–0.47). …”

Univariate logistic regression results. by Chun-Chieh Chao (2681722)

“…</p><p>Results</p><p>Significant risk factors for overtaking crashes included heavy goods vehicles (HGVs) as crash partners (AOR = 1.30, 95% CI 1.27–1.33), and elderly crash partners (AOR = 2.01, 95% CI = 1.94–2.09), and decreased risk in rural area with speed limits of 20–30 miles per hour (AOR = 0.45, 95% CI = 0.43–0.47). …”

Supplementary Material for: The efficacy of hemoperfusion in severe COVID-19 patients: A systematic review and meta-analysis by figshare admin karger (2628495)

“…Objective: The objective of this study was to conduct a meta analysis and systematic review to assess the efficacy of the hemoperfusion in patients with severe COVID-19. …”

Data Sheet 1_Tuberculosis disease burden in China: a spatio-temporal clustering and prediction study.docx by Jingzhe Guo (5150768)

“…First, through nationwide spatio-temporal cluster analysis, we summarized the status of tuberculosis burden in various regions of China and explore the differences, thereby providing a basis for formulating more targeted tuberculosis prevention and control policies in different regions; Subsequently, using a time series-based forecasting model, we conducted the first-ever national tuberculosis burden trend forecast to offer scientific guidance for timely adjustments in planning and resource allocation. …”

Data Sheet 2_Tuberculosis disease burden in China: a spatio-temporal clustering and prediction study.docx by Jingzhe Guo (5150768)

“…First, through nationwide spatio-temporal cluster analysis, we summarized the status of tuberculosis burden in various regions of China and explore the differences, thereby providing a basis for formulating more targeted tuberculosis prevention and control policies in different regions; Subsequently, using a time series-based forecasting model, we conducted the first-ever national tuberculosis burden trend forecast to offer scientific guidance for timely adjustments in planning and resource allocation. …”

Characteristics of the study subjects (N = 39). by Layane S. P. Costa (22530327)

“…EELV increased in PL (+ 0.7 mL/kg PBW), PR (+2.0), and AR (+2.8), but decreased in AL (−2.3) (<i><i>p</i></i> < 0.001). In the bilateral protocol (n = 10, 70% male; 23.6 ± 3.2 years), regional ventilation showed no significant effects of position, ROI, or interaction (<i><i>p</i></i> > 0.05). …”