BP neural network structure diagram. by Hongqi Wang (2208238)

“…Comparative analysis highlights the significant enhancement in prediction accuracy achieved by the proposed ensemble model over single machine learning models, with root mean square error (RMSE) values below 0.05 and mean absolute percentage error (MAPE) values remaining under 2.5% in both frozen and unfrozen states. …”

Structure diagram of GBDT model. by Hongqi Wang (2208238)

“…Comparative analysis highlights the significant enhancement in prediction accuracy achieved by the proposed ensemble model over single machine learning models, with root mean square error (RMSE) values below 0.05 and mean absolute percentage error (MAPE) values remaining under 2.5% in both frozen and unfrozen states. …”

Model prediction error analysis index. by Hongqi Wang (2208238)

“…Comparative analysis highlights the significant enhancement in prediction accuracy achieved by the proposed ensemble model over single machine learning models, with root mean square error (RMSE) values below 0.05 and mean absolute percentage error (MAPE) values remaining under 2.5% in both frozen and unfrozen states. …”

Fitting curve parameter table. by Hongqi Wang (2208238)

“…Comparative analysis highlights the significant enhancement in prediction accuracy achieved by the proposed ensemble model over single machine learning models, with root mean square error (RMSE) values below 0.05 and mean absolute percentage error (MAPE) values remaining under 2.5% in both frozen and unfrozen states. …”

Model prediction error analysis. by Hongqi Wang (2208238)

“…Comparative analysis highlights the significant enhancement in prediction accuracy achieved by the proposed ensemble model over single machine learning models, with root mean square error (RMSE) values below 0.05 and mean absolute percentage error (MAPE) values remaining under 2.5% in both frozen and unfrozen states. …”

Overexpression <i>TRIM37</i> enhances PEX5 protein stability by promoting PEX5 monoubiquitination. by Lai Jiang (2401513)

Objective sleep quality plot. by Conor Murphy (7190264)

Subjective sleep quality plot. by Conor Murphy (7190264)

Effect of L-NMMA and glucagon on insulin sensitivity. by Rita S. Patarrão (737406)

“…Results are means±SEM, n = 5. Repeated measures ANOVA, followed by the Tukey-Kramer multiple-comparison test. *** = p<0.001 Control <i>vs</i> L-NMMA 0.73mg/kg and Control <i>vs</i> Glucagon 200ng/kg.…”

Sub-Chronic Neuropathological and Biochemical Changes in Mouse Visual System after Repetitive Mild Traumatic Brain Injury by Radouil Tzekov (309387)

Recombinant IL-10 treatment on C2D cells co-cultured with 3T3L1 adipocytes decreased expression of <i>IL-6</i> and <i>Tnf</i>. by Linglin Xie (511386)

Image_5_Patients With Chronic Hepatitis C Virus Infection Are at an Increased Risk of Colorectal Cancer: A Nationwide Population-Based Case-Control Study in Taiwan.tif by Fu-Hsiung Su (301644)

“…The CRC risk was slightly greater for women than for men. The risk decreased with age, with the aOR decreased from 2.26 (95% CI = 1.32–3.87, p = 0.003) in patients under 45 years old to 1.31 (95% CI = 1.10–1.55, p = 0.03) in patients aged 50–59, and 1.10 (95% CI = 1.00–1.22, p = 0.061) in patients aged over 70.…”

A small proportion of Talin molecules transmit forces at developing muscle attachments in vivo by Sandra B. Lemke (6519788)

“…Therefore, we quantified molecular forces across the essential integrin-binding protein Talin, which links integrin to the actin cytoskeleton. …”

Synthesis and visualisation of prior brain imaging and stimulation results involving reaching. by Aoife M. Fitzpatrick (13955365)

Dissection of <i>HY5/HYH</i> expression in <i>Arabidopsis</i> reveals a root-autonomous HY5-mediated photomorphogenic pathway by Yonghong Zhang (20918)

“…Here, we report that HY5 regulates <i>HYH</i> expression in roots and contributes to root growth under different light conditions. …”

Downregulation of TRIM37 expression exacerbates pathological damage in the MS model. by Lai Jiang (2401513)

“…Scale bar = 50 μm. (h) qRT-PCR (n = 6) and <b>(i, j)</b> Western blot (n = 3) both showed a significant decrease in the <i>TRIM37</i> mRNA and protein levels in the LPC-induced MS model compared to the control group. * <i><i>P</i></i> < 0.05, ** <i><i>P</i></i> < 0.01, *** <i><i>P</i></i> < 0.001, **** <i><i>P</i></i> < 0.0001, ns = not significant.…”

Data_Sheet_5_Differences in the Seed Germination of Leymus chinensis (Poaceae) Ecotypes Reveal Distinct Strategies for Coping With Salinity Stress: A Common Garden Experiment.CSV by Meng-Yao Ma (11434510)

“…As the salinity level increased, the radicle length of the two ecotypes decreased; however, GG had longer radicles and a higher number of radicles, even at 200 mM NaCl when no radicle protruding from the seed coat was detected in YG. …”

Assessing the Progress toward a Water-Efficient Economy in the United States from 1985 to 2015 by Yan Du (229593)

“…However, it is imperative to emphasize the need for consistent spatial-temporal subnational WUE estimates, rather than relying solely on recent national trends, which can obscure crucial water use concerns and improvement opportunities. Here, a time series analysis of national, state, and sectoral (e.g., industrial, service, and agriculture) WUE from 1980 to 2015 was developed by compiling the most comprehensive and disaggregated water and economic data from 3243 US counties and 50 US states. …”

Evidence of Recent Intricate Adaptation in Human Populations - Fig 5 by Leeyoung Park (131449)

Image_5_5-Methylcytosine Related LncRNAs Reveal Immune Characteristics, Predict Prognosis and Oncology Treatment Outcome in Lower-Grade Gliomas.tif by Jiheng Zhang (11953919)

“…Consequently, we identified four lncRNAs, including LINC00265, CIRBP-AS1, GDNF-AS1, and ZBTB20-AS4, and established a novel m5C-related lncRNAs signature (m5CrLS) that was effective in predicting prognosis. …”