Results of RF algorithm screening factors. by Jintao Li (448681)

“…For instance, the RF-MLPR model achieved a 3.7%–6.5% improvement in the Nash-Sutcliffe efficiency (NSE) metric across four hydrological stations compared to the RF-SVR model. (4) Prediction accuracy decreased with longer forecast periods, with the R² value dropping from 0.8886 for a 1-month forecast to 0.6358 for a 12-month forecast, indicating the increasing challenge of long-term predictions due to greater uncertainty and the accumulation of influencing factors over time. (5) The RF-MLPR model outperformed the RF-SVR model, demonstrating a superior ability to capture the complex, nonlinear relationships inherent in the data. …”

Schematic diagram of the basic principles of SVR. by Jintao Li (448681)

“…For instance, the RF-MLPR model achieved a 3.7%–6.5% improvement in the Nash-Sutcliffe efficiency (NSE) metric across four hydrological stations compared to the RF-SVR model. (4) Prediction accuracy decreased with longer forecast periods, with the R² value dropping from 0.8886 for a 1-month forecast to 0.6358 for a 12-month forecast, indicating the increasing challenge of long-term predictions due to greater uncertainty and the accumulation of influencing factors over time. (5) The RF-MLPR model outperformed the RF-SVR model, demonstrating a superior ability to capture the complex, nonlinear relationships inherent in the data. …”

Related to Fig 3. by Mohammad Nafees Ansari (22232505)

“…(<b>O</b>, <b>P</b>) Cell proliferation assay confirms an increase in cell proliferation of BT-474_ZFX^OE cells (mean ± SEM, <i>n</i> = 5) (O), whereas BT-474_ZFX^SL cells (mean ± SEM, <i>n</i> = 3) show decreased cell proliferation (P). (<b>Q</b>) Tumor growth kinetics recorded a significantly higher growth of BT-474_ZFX^OE (mean ± SEM, <i>n</i> = 5) than BT-474_VECT^OE tumors. …”

Meta-regression of macrolide resistance Mycobacterium isolates over the years; The results of the meta-regression analysis are presented in a scatter plot that shows the trend in t... by Saeid Sadeghi Ghazi Chaki (22582028)

RICTOR regulates UGCG expression via transcription factor Zinc Finger X-linked (ZFX). by Mohammad Nafees Ansari (22232505)

“…<b>(T)</b> Tumor growth kinetics recorded a significantly higher growth of MCF-7_ZFX^OE (mean ± SEM, <i>n</i> = 4-6) than MCF-7_VECT^OE tumors. …”

The mean unfed body weight of uninfected <i>Rhodnius prolixus</i> at different developmental stages and ambient temperatures. by Henri Loshouarn (17896676)

Probing Field Cancerization in the Gastrointestinal Tract Using a Hybrid Raman and Partial Wave Spectroscopy Microscope by Elena Kriukova (21524544)

“…In the normal tissue of L2-IL1B mice, we demonstrate a statistically significant increase (<i>p</i> < 0.001) in Raman band intensities associated with free amino acids and a decrease in bands associated with lipids (<i>p</i> < 0.005) and carotenoids (<i>p</i> < 0.001) compared to healthy controls. …”

Probing Field Cancerization in the Gastrointestinal Tract Using a Hybrid Raman and Partial Wave Spectroscopy Microscope by Elena Kriukova (21524544)

“…In the normal tissue of L2-IL1B mice, we demonstrate a statistically significant increase (<i>p</i> < 0.001) in Raman band intensities associated with free amino acids and a decrease in bands associated with lipids (<i>p</i> < 0.005) and carotenoids (<i>p</i> < 0.001) compared to healthy controls. …”

Probing Field Cancerization in the Gastrointestinal Tract Using a Hybrid Raman and Partial Wave Spectroscopy Microscope by Elena Kriukova (21524544)

“…In the normal tissue of L2-IL1B mice, we demonstrate a statistically significant increase (<i>p</i> < 0.001) in Raman band intensities associated with free amino acids and a decrease in bands associated with lipids (<i>p</i> < 0.005) and carotenoids (<i>p</i> < 0.001) compared to healthy controls. …”

Probing Field Cancerization in the Gastrointestinal Tract Using a Hybrid Raman and Partial Wave Spectroscopy Microscope by Elena Kriukova (21524544)

“…In the normal tissue of L2-IL1B mice, we demonstrate a statistically significant increase (<i>p</i> < 0.001) in Raman band intensities associated with free amino acids and a decrease in bands associated with lipids (<i>p</i> < 0.005) and carotenoids (<i>p</i> < 0.001) compared to healthy controls. …”

Probing Field Cancerization in the Gastrointestinal Tract Using a Hybrid Raman and Partial Wave Spectroscopy Microscope by Elena Kriukova (21524544)

“…In the normal tissue of L2-IL1B mice, we demonstrate a statistically significant increase (<i>p</i> < 0.001) in Raman band intensities associated with free amino acids and a decrease in bands associated with lipids (<i>p</i> < 0.005) and carotenoids (<i>p</i> < 0.001) compared to healthy controls. …”

Probing Field Cancerization in the Gastrointestinal Tract Using a Hybrid Raman and Partial Wave Spectroscopy Microscope by Elena Kriukova (21524544)

“…In the normal tissue of L2-IL1B mice, we demonstrate a statistically significant increase (<i>p</i> < 0.001) in Raman band intensities associated with free amino acids and a decrease in bands associated with lipids (<i>p</i> < 0.005) and carotenoids (<i>p</i> < 0.001) compared to healthy controls. …”

Effects of cell culture patterns on injury and inflammation induced by the S1 protein. by Yanru Liu (1662463)

Importance of the predictor variables for estimating AGB using a random forest model. by Kasip Tiwari (22232186)

Effects of S1 protein and exposure duration on co-cultures of HPAEpics and AMs. by Yanru Liu (1662463)

Spontaneous oxycodone withdrawal disrupts sleep/wake architecture. by Michael Gulledge (20577135)

“…For lights on, when rats show less % time asleep, the number of NREM (<b>B, left panel</b>) and Wake (<b>D, left panel</b>) bouts is increased, with corresponding decreases in NREM and REM bout duration. For lights off, there is a significant increase in the # of bouts of all sleep stages (<b>B, C, D, right panels</b>) with a corresponding decrease in Wake bout duration (<b>D, right panel</b>). …”

Escalating oxycodone dose infusion protocol modulates sleep stages and produces dependence in male rats. by Michael Gulledge (20577135)

Spontaneous oxycodone withdrawal transiently eliminates diurnal changes in NREM depth. by Michael Gulledge (20577135)

Funnel plots of studies included in the meta-analysis assessing by Solima Sabeel (9545738)

Raw data and statistical analysis used in Figs 2 and 4. by Yanru Liu (1662463)