AI KRegression by CHIN-CHENG CHU (20718575)

A novel RNN architecture to improve the precision of ship trajectory predictions by Martha Dais Ferreira (18704596)

“…To solve these challenges, Recurrent Neural Network (RNN) models have been applied to STP to allow scalability for large data sets and to capture larger regions or anomalous vessels behavior. This research proposes a new RNN architecture that decreases the prediction error up to 50% for cargo vessels when compared to the OU model. …”

The lower limit of oxygen concentration of coal under different thicknesses of residual coal. by Zihao Chai (20521844)

AL scores at baseline and follow-ups. by Eric Priedemann (21175492)

“…</p><p>Results</p><p>Average AL scores of men decreased, while women’s AL scores returned to baseline levels after an initial decrease observed at the first follow−up. …”

Presents the bibliometric search results. by Yan She (8639796)

S1 Data. Bibliometric analysis. S2 Data. Estrogen level analysis. S3 Data. MicroCT quantification. S4 Data. Markers of bone metabolism. by Yan She (8639796)

Modeling results of 8-week-old female C57BL/6J mice. by Yan She (8639796)

Sexual maturity status of female C57BL/6J Mice at different ages. by Yan She (8639796)

Flow chart of data screening and analysis. by Yan She (8639796)

Comparison of Mean Absolute Error (MAE) in Millimeters as a Function of Kernel Size. by Liu Liu (512237)

Graphical representation of the optimization process in machine learning, focusing on the adjustment of weights during gradient descent. by Liu Liu (512237)

Annual number of outpatient visits in all eyes. by Yasuyuki Sotani (20114144)

“…<p>Mean visit frequency (mean ± standard deviation) significantly decreased from 11.5 ± 4.3 preoperatively to 8.8 ± 4.1, 5.0 ± 3.4, and 4.4 ± 3.2 visits in the first, second, and third postoperative years, respectively (Kruskal–Wallis test, P < 0.001; Dunn’s test, **P < 0.01). …”

Structural understanding versus numerical analysis of Turing patterns, by Selim Haj Ali (21222613)

“…<p>before (first row) and after edge removal (second or third row): (a), (b) and (c) represent an Erdős-Rényi random graph <i>G</i> of 30 nodes and 70 edges before and after removal of an one edge (red dashed line) or another (blue dashed line). …”

Propofol wash-in. by Anne S. Fleiner (20496284)

“…(ii) A significantly larger decrease in post-burst spikes was observed after wash-in of both 3 μM and 10 μM propofol compared to the control (0 μM). …”

Rab10 operates downstream of Rtca to inhibit regeneration. by Qin Wang (109812)

“…<p>(A) Rab10 fluorescence intensity is decreased in <i>Rtca</i> mutants. C3da cell bodies are marked by a dotted white line, and the injured site by a dotted blue circle. …”

Supplementary file 1_Early life predictors of child development at kindergarten: a structural equation model using a longitudinal cohort.docx by Sarah E. Turner (8478309)

“…Higher SES was related to a-0.26 (p-value =0.01) standardized decrease of EDI vulnerability, and this link was partially mediated through family stress at 3 years (10.6% mediated). …”

Ketamine wash-in. by Anne S. Fleiner (20496284)

“…(ii) The change in post-burst spiking after the wash-in of 20 μM and 100 μM was not significant compared to the control (MWU test). However, the decrease in post-burst spiking was significantly larger after the wash-in of 100 μM ketamine than with 20 μM (MWU test). …”

DataSheet1_Associations of serum folate and vitamin B12 levels with all-cause mortality among patients with metabolic dysfunction associated steatotic liver disease: a prospective... by Jiaxin Zhu (446571)

“…In the multivariable cox regression model, for vitamin B₁₂, the risk of all-cause mortality was reduced by 42% and 28% in the third and fourth quartile groups, respectively, compared with the lowest quartile group (hazard ratio [HR]=0.58, 95% CI: 0.39-0.86, P =0.008; HR =0.72, 95% CI: 0.54-0.96, P=0.026, respectively). …”

Supplementary file 1_Effectiveness and safety of esketamine in laparoscopic surgery patients: a systematic review and meta-analysis of randomized controlled trials.docx by Shuhui Wang (139130)

“…Esketamine reduced postoperative VAS (SMD: −0.47; 95% CI [-0.89, −0.05]; P = 0.027) and NRS scores (SMD: −0.36; 95% CI [-0.70, −0.01]; P = 0.042). It also decreased AIS scores on the first (SMD: −0.55; 95% CI [-1.03, −0.07]; P = 0.026) and third days (SMD: −0.85; 95% CI [−1.42, −0.29]; P = 0.003), and ICFS-10 scores (first: SMD: −0.55; third: SMD: −0.62). …”

Model fits and response predictions for sample cells from each investigated species. by Neda Shahidi (21238796)

“…Below: The output of the excitatory (solid line) and suppressive (dashed line) upstream branches (taken after the upstream nonlinearities) for the subtractive (blue) and the divisive model (red). Arrows here mark spiking events captured by the subtractive model but not by the other two models as well as the corresponding decrease in suppression of the subtractive model. …”