On the utility of ChatGPT in conducting a literature review on deep learning for dopamine transporter SPECT with [¹²³I]ioflupane
Thomas Buddenkotte, Ivayla Ilieva Apostolova, Roland Opfer, Susanne Klutmann, Rickmer Braren · Nuklearmedizin - NuclearMedicine · 2026 · Heft 04 · S. 255-264
Bibliografische Angaben
Zusammenfassung
Abstract Aim This study evaluated ChatGPT (GPT-5.2) for drafting a review paper on deep learning in dopamine transporter (DAT)-SPECT with [¹²³I]ioflupane. Methods The review workflow consisted of 3 steps: (i) literature search, (ii) generation of structured summaries with 24 predefined fields for each publication, and (iii) drafting a review paper based on the structured summaries across all publications. A detailed prompt for ChatGPT was iteratively designed for each step with ChatGPT support. A manual literature search was independently performed by an expert in DAT-SPECT and deep learning. ChatGPT-generated s…
