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. Additionally, a secondary validation using experimental data from other researchers confirms the model’s good agreement with previous results, demonstrating its robust generalization ability. …”

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. Additionally, a secondary validation using experimental data from other researchers confirms the model’s good agreement with previous results, demonstrating its robust generalization ability. …”

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. Additionally, a secondary validation using experimental data from other researchers confirms the model’s good agreement with previous results, demonstrating its robust generalization ability. …”

Increased sensitivity to electroshock in <i>ogt-1; eel-1</i> double mutants is improved with application of GABA receptor agonist Baclofen. by Nirthieca Suthakaran (11731101)

“…<p>Shown are each genotype ran through the electroconvulsive seizure assay for 3 seconds at 47V in Baclofen. (A) The wildtype animals displayed a trending significant decrease in recovery time upon increasing doses of 5mM (n = 14), 10mM (n = 23), and 20mM Baclofen (n = 14), compared to these animals in the sham, M9 saline control group (n = 57). …”

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. Additionally, a secondary validation using experimental data from other researchers confirms the model’s good agreement with previous results, demonstrating its robust generalization ability. …”

Experimental design. by Xueyan Lin (448667)

“…The MHE model rats were given subcutaneous injections of 3 mL/kg of CCl4 solution (a mixture of CCl₄ and olive oil at a ratio of 1:1 v/v) twice a week and were fed 5% alcohol in drinking water for 9 consecutive weeks. …”

The effect of Hdc depletion in the MZ and the PSC on plasmatocytes and crystal cells. by Bayan Kharrat (19959505)

S1 Fig - Rescue of Retinal Function by BDNF in a Mouse Model of Glaucoma by Luciano Domenici (268643)

“…</b> Retinal ganglion cells (RGCs) labeled by an antibody recognizing γ-Synuclein (A), a member of small unfolded proteins (Synucleins), used to assess RGCs viability appear unaffected in 7 month DBA/2J (bottom panels); top panels report RGCs labeled in C57BL/6J mice. …”

Adaptation for Protein Synthesis Efficiency in a Naturally Occurring Self-Regulating Operon by Dorota Herman (118796)

“…We find that the strongest impact of all elements of the regulatory architecture is on improving the efficiency of protein synthesis by reduction in the number of mRNA molecules needed to be produced, leading to a greater than ten-fold reduction in host energy required to express these plasmid proteins. …”

A Novel Chimeric Avidin with Increased Thermal Stability Using DNA Shuffling by Barbara Taskinen (476111)

“…Here, we report the crystal structure of one of the previously selected and characterized chimeric avidin forms, A/A2-1. The structure was solved at 1.8 Å resolution and revealed that the protein fold was not affected by the shuffled sequences. …”

NeuroD1 inhibits HCC cell ferroptosis. by Ping Huang (30439)

Influence of Iron Substitution and Solution Composition on Brucite Carbonation by Colton J. Vessey (11282582)

“…Carbonation in anoxic environments led to the formation of Fe­(II)-substituted nesquehonite (MgCO₃·3H₂O) and dypingite [Mg₅(CO₃)₄(OH)₂·∼5H₂O], as well as chukanovite [Fe₂^IICO₃(OH)₂] in the case of 23 and 44 mol % Fe­(II)-brucite carbonation. …”

The predictive efficacy of GSRS in combination with GR and/or HSD11B1 for the prognosis of KIRC patients. by Yu Zhang (12946)

Examples of individual dolphins’ telemetry locations and potential ranging areas from the 2016 and 2017 field efforts. by Ryan Takeshita (3992990)

The effect of <i>Parkia speciosa</i> on gastric tissue glycoprotein-PAS staining in ethanol-induced gastric ulcers in rats. by Rami Al Batran (587060)

Alteration of Pituitary Tumor Transforming Gene-1 Regulates Trophoblast Invasion via the Integrin/Rho-Family Signaling Pathway by Seung Mook Lim (2267395)

“…Furthermore, knockdown of PTTG1 increased expression of integrin alpha 4 (ITGA4), ITGA5, and integrin beta 1 (ITGB1); otherwise, RhoA expression was significantly decreased (<i>p <</i> 0.05). …”

Time pressure: a controlled experiment of test case development and requirements review by Mika Mäntylä (406301)

“…<div>REF: Mäntylä M. V., Petersen K., Lehtinen, T. O. A., Lassenius, C. …”

Minimal data set. by Pornpan Chalermkitpanit (22110121)

“…</p><p>Conclusion</p><p>The decrease in serum IFN-γ, IL-1β, IL-6, and GM-CSF levels post-TFESI was a promising biomarker for a favorable response in patients with lumbosacral radiculopathy.…”

Supplementary results_detailed. by Pornpan Chalermkitpanit (22110121)

“…</p><p>Conclusion</p><p>The decrease in serum IFN-γ, IL-1β, IL-6, and GM-CSF levels post-TFESI was a promising biomarker for a favorable response in patients with lumbosacral radiculopathy.…”

Curcumin reduces TSST-1-induced death in a rabbit model of TSS. by Matthew M. Schaefers (329496)

“…Four rabbits (given curcumin only, triangles) displayed no signs of disease and survived the entirety of the experiment. Curcumin decreases TNF-α in serum (B) and vaginal tissue (C) from surviving rabbits in a lethal model of TSS. …”