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sources of bias, overfitting, and data leakage. Develop performance visualizations and communicate findings to stakeholders. Research Data Analysis & Clinical Integration Integrate imaging-derived
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modeling and analysis. Ability to select, implement, diagnose, and adapt parameter-estimation or statistical-inference methods to suit the model, data structure, and scientific question. Experience with
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, Medicare/Medicaid claims, PCORnet, Epic Cosmos, Flatiron Health, TriNetX, or similar oncology datasets. Knowledge of survival analysis, longitudinal data analysis, mediation analysis, latent class analysis
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Advance Computational Behavioral Analysis Develop and validate automated methods for analyzing caregiver-child interactions using computer vision, multimodal machine learning, and artificial intelligence
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Bayesian statistical frameworks. Develop innovative statistical methodologies related to clinical trial design, variable selection in high-dimensional data, prediction of clinical outcomes, and meta-analysis
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the HARP Student Fellows program and through leading focus groups. Primary Responsibilities ● Lead the experimental design, data collection, and data analysis of initial studies assessing the impacts
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. Integrate clinical, electrophysiological, and sleep-related datasets to generate meaningful research insights. Data Analysis & Interpretation Analyze complex neurophysiological data derived from SEEG
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orbitrap high resolution mass spectrometry. Other duties will depend on the Scholar’s prior experience but may include sample analyses, data analysis, or supervising and mentoring students. Work Performed
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, Physiology, Biology, or a related field. Experience conducting independent research in neuroscience or a related discipline. Demonstrated experience with experimental design, data analysis, and scientific
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RNA sequencing (scRNA-seq) data analysis. Previous hands-on experience with cell culture techniques. Experience designing and conducting independent scientific research. Strong analytical, problem