Surgical Considerations Regarding Transplantation for the Patient With Acute-on-Chronic Liver Failure.

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Application of optical character recognition with natural language processing for large-scale quality metric data extraction in colonoscopy reports.

Background And Aims: Colonoscopy is commonly performed for colorectal cancer screening in the United States. Reports are often generated in a non-standardized format and are not always integrated into electronic health records. Thus, this information is not readily available for streamlining quality management, participating in endoscopy registries, or reporting of patient- and center-specific risk factors predictive of outcomes.