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Enhancing Access to Neuraxial Ultrasound Phantoms for Medical Education of Pediatric Anesthesia Trainees: Tutorial

Enhancing Access to Neuraxial Ultrasound Phantoms for Medical Education of Pediatric Anesthesia Trainees: Tutorial

AP: articular process; ITS: intrathecal space; L: lamina; LF: ligamentum flavum; LF+D: ligamentum flavum+dura (ie, posterior complex); PD: posterior dura; S: sacrum; SC: sacral cornua; SCL: sacrococcygeal ligament; SH: sacral hiatus; SP: spinous process; TP: transverse process; VB: vertebral body.

Leah Webb, Melissa Masaracchia, Kim Strupp

JMIR Med Educ 2025;11:e63682

Clinical Value of ChatGPT for Epilepsy Presurgical Decision-Making: Systematic Evaluation of Seizure Semiology Interpretation

Clinical Value of ChatGPT for Epilepsy Presurgical Decision-Making: Systematic Evaluation of Seizure Semiology Interpretation

An NPIR close to 0 indicates that Chat GPT-4’s interpretations often include at least one correctly identified region but may also involve one misleading region. Given that all papers used to compile the publicly sourced database are available online, some may have been included in Chat GPT’s training corpus, potentially making the evaluation results less objective and convincing. To address this concern, we used a database from a private source for external validation of Chat GPT’s performance.

Yaxi Luo, Meng Jiao, Neel Fotedar, Jun-En Ding, Ioannis Karakis, Vikram R Rao, Melissa Asmar, Xiaochen Xian, Orwa Aboud, Yuxin Wen, Jack J Lin, Fang-Ming Hung, Hai Sun, Felix Rosenow, Feng Liu

J Med Internet Res 2025;27:e69173