Author

G. Gonzalez-Hernandez

3 papers indexed here

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Open access Sep 2026

Patients' Real-World Experiences With Pharmacologic Therapies for Irritable Bowel Syndrome With Constipation: A Mixed-Methods Analysis and Classification of Social Media and E-Forum Posts.

BACKGROUND Irritable bowel syndrome with constipation (IBS-C) is a common disorder of gut-brain interaction that significantly impairs quality of life. Although multiple US Food and Drug Administration (FDA)-approved medications have demonstrated efficacy in randomized controlled trials, less is known about patients' r...

Carine Khalil, Karisma K. Suchak, I. Amaro et al. · Neurogastroenterology and Mo... · 0 citations

Review Open access Sep 2026

Beyond ICD Codes: Fine-Tuning LLMs for In-Hospital Cardiac Arrest Identification from EHR Notes

Background: Identification of in-hospital cardiac arrest (IHCA) through manual chart abstraction is the gold standard, but its time-consuming and resource-intensive, which naturally limits its practicality. Diagnostic codes provide an accessible automated alternative, but prior work has shown this method of extraction...

D. Weissenbacher, J. Vo, A. Uy-Evanado et al. · medRxiv · 0 citations

Open access Aug 2026

Adverse Drug Events Across Data-Production Contexts: Multilingual Detection, Alignment, and Cross-Genre Discourse Analysis

Adverse drug event (ADE) evidence is produced across patient-generated, clinical, and scientific settings that differ in language, documentation purpose, terminology, and degree of standardization. These differences shape both which adverse experiences become visible to pharmacovigilance systems and how readily they ca...

Y. Ma, D. Weissenbacher, J. Patock et al. · medRxiv · 0 citations