Importance The Association of Women Surgeons is committed to supporting surgical families for practicing surgeons and developing equitable family-friendly guidelines, including support for adequate paid family leave, access to childcare, breastfeeding support, and insurance coverage of fertility preservation and assisted reproductive…
This Guide to Statistics and Methods provides guidance on using administrative and billing big data sources in surgery research.
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.
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.
This Guide to Statistics and Methods provides an overview of image-based big data research.
This Guide to Statistics and Methods overviews remote patient monitoring in surgical patients.
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.
This Guide to Statistics and Methods summarizes the limitations and considerations when using simulation and intraoperative video data for surgical performance assessment.
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…
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.
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