Development of Electronic Health Record-Based Machine Learning Models to Predict Barrett's Esophagus and Esophageal Adenocarcinoma Risk

INTRODUCTION: Screening for Barrett's esophagus (BE) is suggested in those with risk factors, but remains underutilized. BE/esophageal adenocarcinoma (EAC) risk prediction tools integrating multiple risk factors have been described. However, accuracy remains modest (area under the receiver-oper...

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Detalles Bibliográficos
Autores principales: Iyer, Prasad G., Sachdeva, Karan, Leggett, Cadman L., Codipilly, D. Chamil, Abbas, Halim, Anderson, Kevin, Kisiel, John B., Asfahan, Shahir, Awasthi, Samir, Anand, Praveen, Kumar M, Praveen, Singh, Shiv Pratap, Shukla, Sharad, Bade, Sairam, Mahto, Chandan, Singh, Navjeet, Yadav, Saurav, Padhye, Chinmay
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10584285/
https://www.ncbi.nlm.nih.gov/pubmed/37698203
http://dx.doi.org/10.14309/ctg.0000000000000637

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