Showing 1 - 3 results of 3 for search '"line graph"', query time: 0.08s Refine Results
  1. 1
    Machine learning-based characterization of cuprotosis-related biomarkers and immune infiltration in Parkinson’s disease

    Machine learning-based characterization of cuprotosis-related biomarkers and immune infiltration in Parkinson’s disease by Songyun Zhao, Li Zhang, Wei Ji, Yachen Shi, Guichuan Lai, Hao Chi, Weiyi Huang, Chao Cheng

    Published 2022-10-01
    “…Patients could benefit clinically from a characteristic line graph based on these genes. Consistent clustering analysis identified two subtypes, with the C2 subtype exhibiting higher immune cell infiltration and immune function.Conclusion: In conclusion, our study reveals that several newly identified cuprotosis-related genes intervene in the progression of Parkinson’s disease through immune cell infiltration.…”
    Get full text
    Article
  2. 2
    Uncovering the potential role of oxidative stress in the development of periodontitis and establishing a stable diagnostic model via combining single-cell and machine learning analysis

    Uncovering the potential role of oxidative stress in the development of periodontitis and establishing a stable diagnostic model via combining single-cell and machine learning anal... by Guobin Song, Gaoge Peng, Jinhao Zhang, Binyu Song, Jinyan Yang, Xixi Xie, Siqi Gou, Jing Zhang, Guanhu Yang, Hao Chi, Gang Tian

    Published 2023-07-01
    “…Finally, we used single-cell data to screen the cellular subpopulations with the highest correlation by scoring oxidative stress genes and performed a proposed temporal analysis of the subpopulations.ResultsWe discovered 3 periodontitis-associated genes (CASP3, IL-1β, and TXN). A characteristic line graph based on these genes can be helpful for patients. …”
    Get full text
    Article
  3. 3
    Uncovering the immune microenvironment and molecular subtypes of hepatitis B-related liver cirrhosis and developing stable a diagnostic differential model by machine learning and artificial neural networks

    Uncovering the immune microenvironment and molecular subtypes of hepatitis B-related liver cirrhosis and developing stable a diagnostic differential model by machine learning and a... by Shengke Zhang, Chenglu Jiang, Lai Jiang, Haiqing Chen, Jinbang Huang, Jieying Zhang, Jieying Zhang, Rui Wang, Rui Wang, Rui Wang, Hao Chi, Guanhu Yang, Gang Tian, Gang Tian, Gang Tian

    Published 2023-09-01
    “…And consensus clustering of HBV-LC classified them into two subtypes, C1 and C2, and it was hypothesized that patients with subtype C2 might have milder clinical symptoms by immune infiltration analysis.Conclusion: The ANN model and column line graphs constructed with six feature genes showed excellent predictive power, providing a new perspective for early diagnosis and possible treatment of HBV-LC. …”
    Get full text
    Article

Search Tools: