Use of Artificial Intelligence–Generated Synthetic Data to Augment and Enhance the Performance of Clinical Prediction Models in Patients With Alcohol-Associated Hepatitis and Acute Cholangitis

Joseph C. Ahn; Yung Kyun Noh; Mingzhao Hu; Xiaotong Shen; Vijay H. Shah; Patrick S. Kamath

doi:10.1016/j.gastha.2025.100643

Use of Artificial Intelligence–Generated Synthetic Data to Augment and Enhance the Performance of Clinical Prediction Models in Patients With Alcohol-Associated Hepatitis and Acute Cholangitis

Joseph C. Ahn
, Yung Kyun Noh
, Mingzhao Hu
, Xiaotong Shen
, Vijay H. Shah
, Patrick S. Kamath

Statistics (Twin Cities)

Research output: Contribution to journal › Short survey › peer-review

2 Scopus citations

Original language	English (US)
Article number	100643
Journal	Gastro Hep Advances
Volume	4
Issue number	6
DOIs	https://doi.org/10.1016/j.gastha.2025.100643
State	Published - Jan 2025

PubMed: MeSH publication types

Journal Article
Review

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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10.1016/j.gastha.2025.100643

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Use of Artificial Intelligence–Generated Synthetic Data to Augment and Enhance the Performance of Clinical Prediction Models in Patients With Alcohol-Associated Hepatitis and Acute Cholangitis. / Ahn, Joseph C.; Noh, Yung Kyun; Hu, Mingzhao et al.
In: Gastro Hep Advances, Vol. 4, No. 6, 100643, 01.2025.

Research output: Contribution to journal › Short survey › peer-review

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title = "Use of Artificial Intelligence–Generated Synthetic Data to Augment and Enhance the Performance of Clinical Prediction Models in Patients With Alcohol-Associated Hepatitis and Acute Cholangitis",

author = "Ahn, \{Joseph C.\} and Noh, \{Yung Kyun\} and Mingzhao Hu and Xiaotong Shen and Shah, \{Vijay H.\} and Kamath, \{Patrick S.\}",

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language = "English (US)",

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AU - Hu, Mingzhao

AU - Shen, Xiaotong

AU - Shah, Vijay H.

AU - Kamath, Patrick S.

PY - 2025/1

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M3 - Short survey

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AN - SCOPUS:105004400783

SN - 2772-5723

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JO - Gastro Hep Advances

JF - Gastro Hep Advances

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ER -

Use of Artificial Intelligence–Generated Synthetic Data to Augment and Enhance the Performance of Clinical Prediction Models in Patients With Alcohol-Associated Hepatitis and Acute Cholangitis

PubMed: MeSH publication types

UN SDGs

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