Shuyue Ma
Handan,Hebei
Summary
Experienced in Conducting Comprehensive Research and Data Analysis to Support Academic Projects. Skilled in Literature Review, Familiar with Programming and Statistical Software, and Capable of Presenting Research Findings Concisely.
Overview
3
3
years of professional experience
Work History
Research Assistant
McWilliams School of Biomedical Informatics, UTHealth Houston
11.2023 - 08.2024
- Developed a Web-based Database Named ImmunEscpMap, a Knowledgebase of Cancer Immune Escape Mechanisms (https://ccsm.uth.edu/IEscapeMap).
- Curated Genes Contributing to 8 Major Immune Evasion Strategies through Literature Mining.
- Conducted Functional Analyses, such as Differential Gene Expression and Methylation Analysis, Pathway Enrichment Analysis, Immune Infiltration, and Survival Analysis Using Large-scale Genomic Data, including The Cancer Genome Atlas (TCGA).
- Built a Dynamic Content Generation System Using Perl-based CGI Scripts and HTML for User Interaction.
Graduate Researcher
Tsinghua University
07.2022 - 07.2023
- Data Cleaning and Cohort Selection using Stata.
- Measured Eyeball Parameters from T1-Weight Brain Magnetic Resonance Images (MRI) using Slicer.
- Adopted the Linear Regression Model to Assess the Correlation between Eyeball Morphology and Dementia using OASIS3 Datasets.
- Adopted the Linear Regression Model to Assess the Correlation between Visual Field Loss and Biological Aging using NHANES Datasets.
Graduate Researcher
Tsinghua University
11.2021 - 05.2022
- Cleaned the Vision Screening Data Obtained from Millions of Children and Adolescents in Southern China.
- Applied the T-distributed Stochastic Neighbor Embedding to Visualize the Feasibility of Prediction.
- Predicted the Onset of High Myopia Using Random Forest with Accuracy, Area Under Curve, and K-S Value for Evaluation.
- Compared the Performance with Different Machine Learning Models (Logistic Regression, SVM and KNN).
Education
Master - Precision Medicine and Healthcare
Tsinghua University
06.2024
Bachelor - Exploration Engineering of Mineral Resources
China University of Geosciences
06.2021
Skills
- Computer: R, Python, Stata, CorelDRAW, Microsoft Word & Powerpoint
- Language: Chinese and English (TOEFL 99, GRE 15917035)
Awards
Outstanding Graduate Award | China University of Geosciences | Jun.2021
Outstanding Thesis & Dissertation Award | China University of Geosciences | Jun.2021
OTHER EXPERIENCES
Short Term Exchange | University of Naples Federico II in Italy | Jul.2018
Timeline
Research Assistant
McWilliams School of Biomedical Informatics, UTHealth Houston
11.2023 - 08.2024
Graduate Researcher
Tsinghua University
07.2022 - 07.2023
Graduate Researcher
Tsinghua University
11.2021 - 05.2022
Bachelor - Exploration Engineering of Mineral Resources
China University of Geosciences
Master - Precision Medicine and Healthcare
Tsinghua University
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