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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Inyong Jeong

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Open access Oct 2026

Evaluating Large Language Model–Derived Outputs as Psychological Measures: A Five-Domain Psychometric Framework With Application to Daily Stress

Abstract Background Large language models (LLMs) are increasingly used to quantify psychological constructs from natural language, yet their outputs are typically evaluated only as predictions of an external label. When that label is itself imperfect, optimizing prediction conflates label agreement with construct measu...

Inyong Jeong, Soohyun Park, M. Jhon et al. · 0 citations
Open access Sep 2026

Machine learning-based early risk stratification for pulmonary thromboembolism in critically ill patients undergoing chest CT: a retrospective cohort study using CT-confirmed outcomes

Pulmonary thromboembolism is a preventable cause of death in critically ill patients, and thromboprophylaxis decisions in the intensive care unit are made under diagnostic uncertainty. Risk scores derived from general inpatients discriminate poorly in intensive care. We developed and internally validated a machin...

Jeonghwan Kim, Inyong Jeong, Se-Jin Ahn et al. · 0 citations

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