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PRN - Research Assistant
Key Responsibilities:Data Management⢠Clean and pre-process clinical datasets (handling missing values, outliers, ICD-10 and CPT code grouping)⢠Implement advanced data imputation methods (e.g., Gaussian Copula) Machine Learning and Modeling⢠Develop and evaluate classification models (Decision Tree, Random Forest, AdaBoost, XGBoost, SVM, Dense Neural Networks)⢠Perform feature-selection and importance analyses (permutation tests, correlation analysis)⢠Integrate and benchmark generative-modeling approaches⢠Design and implement XAI algorithms⢠Collaborate with clinicians to validate interpretability outputs Software Development & Prototyping⢠Contribute to a web-based


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