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
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Elsevier
2025-01-01
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| Series: | Gastro Hep Advances |
| Online Access: | http://www.sciencedirect.com/science/article/pii/S2772572325000305 |
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| author | Joseph C. Ahn Yung-Kyun Noh Mingzhao Hu Xiaotong Shen Vijay H. Shah Patrick S. Kamath |
| author_facet | Joseph C. Ahn Yung-Kyun Noh Mingzhao Hu Xiaotong Shen Vijay H. Shah Patrick S. Kamath |
| author_sort | Joseph C. Ahn |
| collection | DOAJ |
| format | Article |
| id | doaj-art-ccfd144b88b74e86945a172ae3100d11 |
| institution | DOAJ |
| issn | 2772-5723 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Elsevier |
| record_format | Article |
| series | Gastro Hep Advances |
| spelling | doaj-art-ccfd144b88b74e86945a172ae3100d112025-08-20T03:16:08ZengElsevierGastro Hep Advances2772-57232025-01-014610064310.1016/j.gastha.2025.100643Use of Artificial Intelligence–Generated Synthetic Data to Augment and Enhance the Performance of Clinical Prediction Models in Patients With Alcohol-Associated Hepatitis and Acute CholangitisJoseph C. Ahn0Yung-Kyun Noh1Mingzhao Hu2Xiaotong Shen3Vijay H. Shah4Patrick S. Kamath5Division of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MinnesotaDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota; Department of Computer Science, Hanyang University, Seoul, South KoreaDivision of Clinical Trials and Biostatistics, Department of Quantitative Health Sciences, Mayo Clinic, Rochester, MinnesotaSchool of Statistics, University of Minnesota, Minneapolis, MinnesotaDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, MinnesotaDivision of Gastroenterology and Hepatology, Mayo Clinic, Rochester, Minnesota; Correspondence: Address correspondence to: Patrick S. Kamath, MD, Division of Gastroenterology and Hepatology, Mayo Clinic, 200 First Street SW Rochester, Minnesota 55905.http://www.sciencedirect.com/science/article/pii/S2772572325000305 |
| spellingShingle | Joseph C. Ahn Yung-Kyun Noh Mingzhao Hu Xiaotong Shen Vijay H. Shah Patrick S. Kamath 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 Gastro Hep Advances |
| 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 |
| title_full | 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 |
| title_fullStr | 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 |
| title_full_unstemmed | 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 |
| title_short | 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 |
| title_sort | 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 |
| url | http://www.sciencedirect.com/science/article/pii/S2772572325000305 |
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