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                representations and state sequences for predicting disease progression and outcomes; - Developing advanced generative models to simulate patient health trajectories, including disease progression, based on real 
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                , spectral matching against databases (e.g., Metlin, KNAPSAcK), and statistical modeling for biomarker discovery. Integration and Interpretation: Correlate metabolomics data with biological and geographical 
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