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Combining Machine Learning With Real-World Data to Identify Gaps in Clinical Practice Guidelines: Feasibility Study Using the Prospective German Stroke Registry and the National Acute Ischemic Stroke Guidelines

Combining Machine Learning With Real-World Data to Identify Gaps in Clinical Practice Guidelines: Feasibility Study Using the Prospective German Stroke Registry and the National Acute Ischemic Stroke Guidelines

The data used in this study were retrieved from the German Stroke Registry – Endovascular Treatment (GSR-ET) [28], a nationwide registry comprising pseudonymized, prospectively documented records of 18,069 patients who underwent endovascular stroke treatment as part of routine clinical care at 25 stroke centers across Germany between 2015 and 2023.

Sandrine Müller, Susanne Diekmann, Markus Wenzel, Horst Karl Hahn, Johannes Tuennerhoff, Ulrike Ernemann, Florian Hennersdorf, German Stroke Registry Investigators, Max Westphal, Sven Poli

JMIR Med Inform 2025;13:e69282

Engagement With and Use of Health Information on Social Media Among US Latino Individuals: National Cross-Sectional Survey Study

Engagement With and Use of Health Information on Social Media Among US Latino Individuals: National Cross-Sectional Survey Study

Similarly, Rivera et al [26] reported cases of Latino interviewees not verifying cancer-related information from Facebook because “someone must have” previously done so. Combined, these qualitative findings raise the question of whether differences in the Latino individuals’ perceptions about the amount of health misinformation on social media may impact engagement with and use of that content.

Yonaira M Rivera, Kathryna Corpuz, Tahilin Sanchez Karver

J Med Internet Res 2025;27:e59387