PCNVBrowser by Bioinfo lab. (16615338)

“…</p><p dir="ltr">In total, the resource includes <b>41,964 CNV files</b>, organized at multiple levels of integration:</p><ul><li><b>Individual-level integration</b>: CNV calls from four algorithms combined per individual sample.</li><li><b>Tool-specific population-level integration</b>: CNVs aggregated across individuals within each population for each detection tool.…”

Evaluation of Binary Classifiers for Asymptotically Dependent and Independent Extremes by Juliette Legrand (21771740)

“…The application compares different predictive algorithms and test their capacity at forecasting river discharges from other river stations. …”

Forearm motor unit control project by INcEPTION (16610781)

“…Participants performed three different tasks: simultaneous four-finger flexion without thumb involvement (four-finger flexion), thumb flexion, and simultaneous flexion of both fingers and thumb (grasping). Motor units were decomposed from high-density surface electromyograms detected from the extrinsic finger flexor muscles using this <a href="https://pubmed.ncbi.nlm.nih.gov/26924829/" rel="noreferrer" target="_blank">algorithm</a> and tracked across tasks. …”

Data Sheet 2_Identification and validation of immune-related and inflammation-related genes in endometriosis.csv by Yanzhen Zhou (21264719)

“…Finally, validation analysis using the online database and qRT-PCR confirmed that MET expression aligned with outcomes from both training and validation datasets.</p>Conclusion<p>Three immune- and inflammation-related genes were identified as potential biomarkers of endometriosis, providing new insights into the molecular mechanisms underlying immune function in endometriosis. …”

Table 1_Identification and validation of immune-related and inflammation-related genes in endometriosis.csv by Yanzhen Zhou (21264719)

“…Finally, validation analysis using the online database and qRT-PCR confirmed that MET expression aligned with outcomes from both training and validation datasets.</p>Conclusion<p>Three immune- and inflammation-related genes were identified as potential biomarkers of endometriosis, providing new insights into the molecular mechanisms underlying immune function in endometriosis. …”

Data Sheet 1_Identification and validation of immune-related and inflammation-related genes in endometriosis.zip by Yanzhen Zhou (21264719)

“…Finally, validation analysis using the online database and qRT-PCR confirmed that MET expression aligned with outcomes from both training and validation datasets.</p>Conclusion<p>Three immune- and inflammation-related genes were identified as potential biomarkers of endometriosis, providing new insights into the molecular mechanisms underlying immune function in endometriosis. …”

Table 3_Identification and validation of immune-related and inflammation-related genes in endometriosis.csv by Yanzhen Zhou (21264719)

“…Finally, validation analysis using the online database and qRT-PCR confirmed that MET expression aligned with outcomes from both training and validation datasets.</p>Conclusion<p>Three immune- and inflammation-related genes were identified as potential biomarkers of endometriosis, providing new insights into the molecular mechanisms underlying immune function in endometriosis. …”

Table 2_Identification and validation of immune-related and inflammation-related genes in endometriosis.csv by Yanzhen Zhou (21264719)

“…Finally, validation analysis using the online database and qRT-PCR confirmed that MET expression aligned with outcomes from both training and validation datasets.</p>Conclusion<p>Three immune- and inflammation-related genes were identified as potential biomarkers of endometriosis, providing new insights into the molecular mechanisms underlying immune function in endometriosis. …”

Data Sheet 1_Alterations in gut microbiota and plasma metabolites: a multi-omics study of mild cognitive impairment in Parkinson’s disease.docx by Zihao Lin (9312240)

“…Multi-algorithm differential abundance analysis identified g__Eggerthella as a core depleted genus in PD-MCI, consistently validated across both LEfSe and MaAsLin2 analyses. …”

Data used to drive the Double Layer Carbon Model in the Qinling Mountains. by Huiwen Li (17705280)

“…., 2022a), to estimate the spatiotemporal dynamics of SOC in different soil layers and further evaluate the impacts of different climate response functions on SOC estimates in the Qinling Mountains. …”

Global Household Size and Energy Use Intensity Under Shared Socioeconomic Pathways from 1960 to 2100 by Eugénio Rodrigues (2869517)

“…Harmonized household sizes from the CORESIDENCE project (<a href="https://www.nature.com/articles/s41597-024-02964-3" rel="noreferrer" target="_blank">https://www.nature.com/articles/s41597-024-02964-3</a>) were used to train an XGBoost model with customized objective function and evaluation metrics to prevent rural and urban household sizes from being both greater or smaller than the national average.…”

Block diagram of 2-DOF PIDA controller. by Erdal Eker (19251018)

“…A novel adaptive objective function (combining normalized overshoot, normalized settling time, and cumulative tracking error) guides the tuning process to achieve a balanced improvement in both transient and steady-state performance. …”

Zoomed view of Fig 7. by Erdal Eker (19251018)

“…A novel adaptive objective function (combining normalized overshoot, normalized settling time, and cumulative tracking error) guides the tuning process to achieve a balanced improvement in both transient and steady-state performance. …”

Zoomed view of Fig 10. by Erdal Eker (19251018)

“…A novel adaptive objective function (combining normalized overshoot, normalized settling time, and cumulative tracking error) guides the tuning process to achieve a balanced improvement in both transient and steady-state performance. …”

Survey Data on NSSI, Stress Response, Emotional Regulation Strategies and gender in Chinese Undergraduates by Yilin Ma (21154754)

“…</li></ul><p dir="ltr"><b>Usage Notes</b></p><ul><li></li><li>Each row represents one participant; columns include both item‑level and aggregated subscale scores.</li><li>Recommended software: R (packages <b>tidyverse</b>, <b>networktools</b>, <b>devtools</b>, <b>qgraph</b>/<b>bootnet and nodeIdentifyR</b>)</li><li>Considering the simulated generation process of the NIRA algorithm and the randomness of bootstrapping in the Bootnet package, slight variations may occur in the changes of total scores after each silico intervention.…”

Latently Mediating: A Bayesian Take on Causal Mediation Analysis with Structured Survey Data by Alessandro Varacca (20278796)

“…<p>In this paper, we propose a Bayesian causal mediation approach to the analysis of experimental data when both the outcome and the mediator are measured through structured questionnaires based on Likert-scaled inquiries. …”

Supplementary file 1_Exploration of the shared gene signatures and molecular mechanisms between cardioembolic stroke and ischemic stroke.docx by Xuan Wang (55634)

“…</p>Results<p>There were 125 shared up-regulated genes and 2 shared down-regulated between CS and IS, which were mainly involved in immune inflammatory response-related biological functions. The Maximum Clique Centrality algorithm identified 25 core shared genes in the PPI network constructed using the shared genes. …”

Table 2_Exploration of the shared gene signatures and molecular mechanisms between cardioembolic stroke and ischemic stroke.xlsx by Xuan Wang (55634)

“…</p>Results<p>There were 125 shared up-regulated genes and 2 shared down-regulated between CS and IS, which were mainly involved in immune inflammatory response-related biological functions. The Maximum Clique Centrality algorithm identified 25 core shared genes in the PPI network constructed using the shared genes. …”

Table 3_Exploration of the shared gene signatures and molecular mechanisms between cardioembolic stroke and ischemic stroke.xlsx by Xuan Wang (55634)

“…</p>Results<p>There were 125 shared up-regulated genes and 2 shared down-regulated between CS and IS, which were mainly involved in immune inflammatory response-related biological functions. The Maximum Clique Centrality algorithm identified 25 core shared genes in the PPI network constructed using the shared genes. …”

Table 1_Exploration of the shared gene signatures and molecular mechanisms between cardioembolic stroke and ischemic stroke.xlsx by Xuan Wang (55634)

“…</p>Results<p>There were 125 shared up-regulated genes and 2 shared down-regulated between CS and IS, which were mainly involved in immune inflammatory response-related biological functions. The Maximum Clique Centrality algorithm identified 25 core shared genes in the PPI network constructed using the shared genes. …”