Practical Guide to Administrative and Billing Big Data Sources
This Guide to Statistics and Methods provides guidance on using administrative and billing big data sources in surgery research.
JAMA Surgery
Practical Guide to Clinical Big Data Sources
This Guide to Statistics and Methods summarizes the limitations and considerations when using large datasets comprising patient-level data, typically abstracted from institutional electronic health records, in health services research.
Practical Guide to Multiomics Big Data Sources
This Guide to Statistics and Methods explores the benefits for disease detection and treatment of using big data sources, such as large-scale biobanks, and discusses their implications for data management and health equity.
Practical Guide to Image-Based Big Data Research
This Guide to Statistics and Methods provides an overview of image-based big data research.
Practical Guide to Remote Patient Monitoring in Surgical Patients
This Guide to Statistics and Methods overviews remote patient monitoring in surgical patients.
Practical Guide to Patient-Generated Data Sources
This Guide to Statistics and Methods provides an overview of different types of patient-generated data sources, discusses their limitations, and recommends areas for improvement prior to widespread integration.
Practical Guide to Use of Simulation and Video Data
This Guide to Statistics and Methods summarizes the limitations and considerations when using simulation and intraoperative video data for surgical performance assessment.
Practical Guide to Artificial Intelligence, Chatbots, and Large Language Models in Conducting and Reporting Research
This Guide to Statistics and Methods provides an overview of the limitations and opportunities in applying large language models in such tasks as extracting surgical risk factors from clinical notes, learning from text inputs for decision support, and serving as…
Practical Guide to the Use of AI-Enabled Analytics in Research
This Guide to Statistics and Methods discusses approaches to incorporating artificial intelligence (AI)-enabled analytics when working with big data and outlines AI-related considerations for data management and health equity.
Novel Posterior Rectus Sheath Flap for Paraesophageal Hernia Repairs
This Surgical Innovation describes a new method to repair large or recurrent paraesophageal hernias.
