RFE feature selection process. by Ahmed Muqdad Alnasrallah (21647492)

“…The model performance was validated with an average accuracy of 99.82% ± 0.16% and a statistically significant p-value of 0.0001 on the WUSTL-EHMS-2020 dataset, which refers to stable statistical improvement. …”

CICID2017 dataset information. by Ahmed Muqdad Alnasrallah (21647492)

“…The model performance was validated with an average accuracy of 99.82% ± 0.16% and a statistically significant p-value of 0.0001 on the WUSTL-EHMS-2020 dataset, which refers to stable statistical improvement. …”

Shows the basic architecture of an autoencoder. by Ahmed Muqdad Alnasrallah (21647492)

“…The model performance was validated with an average accuracy of 99.82% ± 0.16% and a statistically significant p-value of 0.0001 on the WUSTL-EHMS-2020 dataset, which refers to stable statistical improvement. …”

Architecture of deep neural networks. by Ahmed Muqdad Alnasrallah (21647492)

“…The model performance was validated with an average accuracy of 99.82% ± 0.16% and a statistically significant p-value of 0.0001 on the WUSTL-EHMS-2020 dataset, which refers to stable statistical improvement. …”

Proposed model framework. by Ahmed Muqdad Alnasrallah (21647492)

“…The model performance was validated with an average accuracy of 99.82% ± 0.16% and a statistically significant p-value of 0.0001 on the WUSTL-EHMS-2020 dataset, which refers to stable statistical improvement. …”

WUSTL-EHMS-2020 dataset information. by Ahmed Muqdad Alnasrallah (21647492)

“…The model performance was validated with an average accuracy of 99.82% ± 0.16% and a statistically significant p-value of 0.0001 on the WUSTL-EHMS-2020 dataset, which refers to stable statistical improvement. …”

Table_1_Outcomes of retroperitoneal fibrosis-related hydronephrosis and its risk factors for poor prognosis: a multi-center retrospective cohort study in Chinese patients.DOCX by figshare admin frontiersin (4545187)

“…Hydronephrosis is a common complication of RPF, however, its clinical features and outcomes have not been well elucidated.…”

<b>Keystone taxa and microbial network complexity, rather than diversity, sustain soil multifunctionality along an elevational gradient in a subtropical karst mountain</b> by Weixue Luo (6070040)

“…</a>Moreover, annual mean temperature and soil pH significantly influenced microbial characteristics, which in turn affected soil EMF. …”

Dynamic network effects of left DLPFC-tDCS protocol (F3a-Fp2c) with the stimulation duration of 120s (168 TRs). by Yanqing Dong (8829548)

“…Warmer colors indicate an increase in FC, while cooler colors indicate a decrease in FC. Color bars indicate statistical t-values (<i>p</i> < 0.05).…”

Dynamic network effects of left DLPFC-tDCS protocol (F3a-Fp2c) with the stimulation duration of 90s (125 TRs). by Yanqing Dong (8829548)

“…Warmer colors indicate an increase in FC, while cooler colors indicate a decrease in FC. Color bars indicate statistical t-values (<i>p</i> < 0.05).…”

Dynamic network effects of left DLPFC-tDCS protocol (F3a-Fp2c) with the stimulation duration of 30s (42 TRs). by Yanqing Dong (8829548)

“…Warmer colors indicate an increase in FC, while cooler colors indicate a decrease in FC. Color bars indicate statistical t-values (<i>p</i> < 0.05).…”

Table 1_Loneliness and mental burden among German medical students during the fading COVID-19 pandemic: a mixed-methods approach.docx by Marvik Leich (20930363)

“…This study aims to address this gap.</p>Methods<p>We performed a cross-sectional study at a German Medical School, consisting of two online surveys conducted in winter 2021/22 and summer 2022. …”

Supplementary Material for: Underwater Clip Closure versus Conventional Clip Closure following Endoscopic Submucosal Dissection in Colorectal Lesions: A First Comparative Study by figshare admin karger (2628495)

“…Multiple regression analysis identified both resection area (p < 0.001) and closure method (p = 0.002) as independent factors affecting closure time. Conclusion UCC may decrease the time required for post-ESD closure of colorectal lesions measuring ≤5 cm, while using a comparable number of clips to CCC, with no serious complications.…”

Table 1_Quantitative relationships between elastic modulus of rod and biomechanical properties of transforaminal lumbar interbody fusion: a finite element analysis.docx by Jie Li (15030)

“…When rod-E increased from 1 GPa to 10 GPa, ROM decreased by 10.4%–39.4%. Further increasing rod-E from 10 GPa to 110 GPa resulted in a 9.3%–17.4% reduction in ROM. …”

Table 1_The effects of oral medroxyprogesterone acetate combined with conjugated equine estrogens on inflammation in postmenopausal women: a systematic review and meta-analysis of... by Jiahui Qiu (7420130)

“…</p>Results<p>MPA/CEE treatment was associated with a significant decrease in CRP levels (WMD = -0.173 mg/dL; 95% CI: -0.25 to -0.10; P < 0.001), particularly among postmenopausal women aged <60 years, trials with MPA doses ≤2.5 mg/day, and those with BMI <25 kg/m². …”

Table 2_The effects of oral medroxyprogesterone acetate combined with conjugated equine estrogens on inflammation in postmenopausal women: a systematic review and meta-analysis of... by Jiahui Qiu (7420130)

“…</p>Results<p>MPA/CEE treatment was associated with a significant decrease in CRP levels (WMD = -0.173 mg/dL; 95% CI: -0.25 to -0.10; P < 0.001), particularly among postmenopausal women aged <60 years, trials with MPA doses ≤2.5 mg/day, and those with BMI <25 kg/m². …”

Supplementary file 1_A brief mindfulness intervention improves electrophysiological markers of attention in meditation-naïve individuals: the moderating role of inattention symptom... by Xiaoqian Yu (726144)

“…However, the mindfulness group exhibited a significantly greater increase compared to the control group. …”

Table 1_Association of brain-derived neurotrophic factor levels at different trimesters and new-onset depressive symptom in the third trimester among pregnant women: a longitudinal... by Yue-rong Zhang (21838784)

“…Each 1 pg/mL increase of first trimester BDNF was associated with a 43% decrease in the risk of prenatal depressive symptoms (95% confidence interval [95% CI]: 0.51, 0.65); each 1 pg/mL increase of second trimester BDNF was a 39% decrease in the risk of prenatal depressive symptoms (95% CI: 0.54, 0.68); each 1 pg/mL increase of third trimester BDNF was associated with a 36% decrease in the risk of prenatal depressive symptoms (95% CI: 0.58, 0.71).…”

<b>Keystone taxa and microbial network complexity, rather than diversity, sustain soil multifunctionality along an elevational gradient in a subtropical karst mountain</b> by Weixue Luo (6070040)

“…</a>Moreover, annual mean temperature and soil pH significantly influenced microbial characteristics, which in turn affected soil EMF. …”

Supplementary Figure 4 from A Pilot Study of the CD38 Antagonist Daratumumab in Patients with Metastatic Renal Cell Carcinoma or Muscle-Invasive Bladder Cancer by Matthew T. Campbell (15096440)

“…<p>Flow cytometry of immune cells from serially collected blood samples with evidence of significant decrease in circulating NK cells in: A) Metastatic renal cell carcinoma cohort. …”