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Research Notes26 min read
The Patient Is Not a Label: Toward World Models of Physiology
Clinical AI has spent a decade scoring labels. The next frontier is action-aware patient-state modeling: physiology, measurement, intervention, uncertainty, and consequence.
Clinical AIWorld ModelsPhysiologyDigital TwinsMultimodal AI
Clinical AI22 min read
Clinical Note Extraction in the Age of Generative AI: Error Patterns, Methodological Architectures, and Strategic Implementation
An in-depth survey of clinical note extraction methods--rule-based, BERT, and LLMs--with error patterns, taxonomy of failures, and implementation strategy.
Clinical NLPInformation ExtractionLLM
Decision-making10 min read
The Psychology of Risk: Why Smart People Still Gamble Badly in Trading
Behavioral finance explains how cognitive shortcuts and emotional responses distort risk perception and lead even highly educated traders to gamble badly.
Behavioral FinanceTrading PsychologyRisk
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