Martha Gonzalez-Ramirez
Lab: Hong-Wen Deng, PhD
School of Medicine
Department
Biomedical Sciences Graduate Program
Division of Biomed Gen
Biography
Colombian with a Bachelor's degree in Biological Engineering, a Master's degree in Biomedical Sciences, and certificate programs in Data Analysis, Machine Learning, and Artificial Intelligence.
Research
Integrating Omics Risk Scores and Clinical Variables for BMD Prediction: Ensemble Machine Learning and SHAP-based Interpretability.
Areas of expertise:
Multi-omics risk score estimation for chronic diseases in large cohort studies.
Identification and validation of biomarkers in cancer.
GWAS and Polygenic Risk Score analysis.
HPC computing.
SSH, Python, and R programming.
Molecular techniques.
Integrative multi-omics analysis, supported by statistics, bioinformatics, and the new era of AI for the prediction of complex human diseases, with a focus on translating and implementing this knowledge into real-world scenarios.
