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.
A female patient presents with chest pain, and echocardiography reveals moderate circumferential pericardial effusion, leading to a diagnosis of acute pericarditis. Initial cardiac magnetic resonance imaging phase-sensitive inversion recovery sequences in the sagittal section depict late gadolinium enhancement on the…
Importance Private equity acquisitions of health care facilities have rapidly increased over the past decade. However, little is known about the effects of private equity acquisitions of US hospitals on patient care experience. Objective To evaluate whether the acquisition of hospitals by…
This JAMA Insights explores the prevalence of episodic and chronic migraine in adults and acute and preventive treatments for migraine, such as novel calcitonin gene-related peptide receptor antagonists.
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