プロフィール詳細

プロジェクトを作成

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Xiaomin L.に依頼

Germany

R-based Bioinformatics, Clinical and Epidemiologic Analyses

プロフィール概要

Bioinformatics (R-based): 1. Omics analysis: Bulk RNA-seq, single-cell RNA-seq, phosphoproteomics (QC, DEG, clustering, trajectory inference, cell-cell communication). 2. Multi-omics integration: Identification of cell-specific signatures, signaling pathways, kinase- substrate networks. 3. Visualization & statistics: Proficient in advanced data visualization and statistical analysis using R (Seurat, ggplot2, clusterProfiler, dplyr). Clinical & Epidemiological Data Analysis: 1. Experienced in large-scale epidemiological and clinical datasets (NHANES, retrospective cohorts). 2. Skilled in advanced statistical modeling (weighted logistic regression, Cox regression, restricted cubic spline, ROC/AUC analysis, interaction/subgroup analysis). 3. Expert user of R (survey, survival, rms, pROC) and SPSS. Experimental Skills: 1. Immunofluorescence staining, confocal microscopy, flow cytometry (FACS), ELISA. 2. Primary cell isolation/culture (PBMCs, monocyte/macrophage differentiation). 3. RT-qPCR, RNA/protein extraction, SDS-PAGE, Western blotting

専門分野

• ★ Health Data Analysis
• ★ Bioinformatics
• ★ Epidemiology
• ☆ Biostatistics
• ☆ Data Visualization
• ☆ Data Management
• ☆ Statistics
• ☆ SPSS
• ☆ Excel
• ☆ R
• ☆ Clinical Trials
• ☆ Clinical Trial Design
• ☆ Clinical Trials Data Analysis
• ☆ Women's Health
• ☆ Breast Cancer
• ☆ Oncology
• ☆ Pulmonology/Respiratory Disease
• ☆ Lung Cancer
• ☆ Public Health
• ☆ Hypothesis
• ☆ Peer Review
• ☆ Research Methodology
• ☆ Survey Design & Methodology
• ☆ Literature Search
• ☆ Scientific Proofreading & Editing
• ☆ Proofreading & Editing

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Clinical Trial Documentation, Medical Writing, Technical Writing, Business & Legal Writing, Copywriting

Research Meta-Research, Feasibility Study, Gap Analysis, Gray Literature Search, Scientific and Technical Research, Systematic Literature Review, Secondary Data Collection

Consulting Healthcare Consulting, Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning

Product Development Product Evaluation, Product Validation, Concept Development

職務経験

Resident Physician, General Surgery (Standardized Training Program)

West China Hospital, Sichuan University

7月 2018 - 4月 2021

学歴

Medical Degree (MD)

Heidelberg University

3月 2022 - 現在

M.S.

Sichuan University

8月 2018 - 7月 2021

認定資格

• Resident Physician Standardized Training Certificate in General Surgery

  West China Hospital, Sichuan University

  4月 2021 - 現在

• Medical Practitioner’s Qualification Certificate, P. R. China

  National Health Commission of the People’s Republic of China

  7月 2019 - 現在

出版物

JOURNAL ARTICLE

Yan Zhou, Xiaomin Li, Qiying He, Qin Feng, Yu Liu, Banghua Liao (2025). The advanced lung cancer inflammation index as a predictor of kidney stone risk in men: a cross-sectional analysis . Frontiers in Nutrition.

Xiaomin Li, Yu Sun, Liang Tang, Yan Li, Xiaoqin Yang (2024). Treatment of metastatic breast cancer by stereotactic body radiotherapy (SBRT) and stereotactic radiosurgery (SRS) . Discover Oncology.

Xiaomin Li, Ling Fang, Hongjiang Li, Xiaoqin Yang (2021). Urinary estrogen metabolites and breast cancer risk in Chinese population . Endocrine Connections.

Xiaomin Li, Qiuwen Tan, Hongjiang Li, Xiaoqin Yang (2021). Predictive Value of Pretreatment Peripheral Neutrophil-to-Lymphocyte Ratio for Response to Neoadjuvant Chemotherapy and Breast Cancer Prognosis . Cancer Management and Research.

Quanyi Long, Xiaomin Li, Gonghua Wu, Jia Zhang, Hongjiang Li (2021). Oral adverse effects of CDK4/6 inhibitors among breast cancer patients: a systematic review and meta-analysis . Annals of Palliative Medicine.

Xiaomin Li, Qiuwen Tan, Hongjiang Li, Xiaoqin Yang (2021). Predictive value of tumor‐infiltrating lymphocytes for response to neoadjuvant chemotherapy and breast cancer prognosis . Journal of Surgical Oncology.

Xiaomin Li, Junhe Gou, Hongjiang Li, Xiaoqin Yang (2020). Bioinformatic analysis of the expression and prognostic value of chromobox family proteins in human breast cancer . Scientific Reports.

Xiaomin Li, Junhe Gou, Hongjiang Li, Xiaoqin Yang (2020). Bioinformatic analysis of the expression and prognostic value of chromobox family proteins in human breast cancer . Scientific Reports.

Yuanxin Zhang, Ji Li, Yuan Fan, Xiaomin Li, Juanjuan Qiu, Mou Zhu, Hongjiang Li (2019). Risk factors for axillary lymph node metastases in clinical stage T1-2N0M0 breast cancer patients . Medicine.