2025
DOI: 10.1055/a-2722-3871
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The Pediatric Surgeon's AI Toolbox: How Large Language Models Like ChatGPT Are Simplifying Practice and Expanding Global Access

Abstract: Introduction: Pediatric surgeons face substantial administrative workload. Large language models (LLMs) may streamline documentation, family communication, rapid reference, and education, but raise concerns about accuracy, bias, and privacy. This review summarizes practical, near-term uses with clinician oversight. Materials and Methods: Narrative review of LLMs in pediatric surgical workflows and scholarly writing. Sources included MEDLINE/PubMed, Scopus, Embase, Google Scholar, and policy documents (WHO, FDA… Show more

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“…Verhoeven et al 4 take on one of the most pressing challenges in this domain: Explainability, ethics, and the urgent necessity for robust benchmarks to ensure safe, equitable, and trustworthy deployment of AI systems. Finally, Colunga et al 5 shed light on the practical side of "smart surgery," demonstrating how tools like ChatGPT and other AI-powered NLP systems can simplify daily routines and augment the surgeon's workflow.…”
mentioning
confidence: 99%
Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.
“…Verhoeven et al 4 take on one of the most pressing challenges in this domain: Explainability, ethics, and the urgent necessity for robust benchmarks to ensure safe, equitable, and trustworthy deployment of AI systems. Finally, Colunga et al 5 shed light on the practical side of "smart surgery," demonstrating how tools like ChatGPT and other AI-powered NLP systems can simplify daily routines and augment the surgeon's workflow.…”
mentioning
confidence: 99%
Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.
Exaggerated anticipatory anxiety is common in social anxiety disorder (SAD). Neuroimaging studies have revealed altered neural activity in response to social stimuli in SAD, but fewer studies have examined neural activity during anticipation of feared social stimuli in SAD. The current study examined the time course and magnitude of activity in threat processing brain regions during speech anticipation in socially anxious individuals and healthy controls (HC). Method Participants (SAD n = 58; HC n = 16) underwent functional magnetic resonance imaging (fMRI) during which they completed a 90s control anticipation task and 90s speech anticipation task.