Aug 2026· The International Journal of Cardiovascular Imaging· 0 citations· 11 references
Medicine
TL;DR
ChatGPT-4o improved the accessibility of CMR reports and patients' perceived comprehension and satisfaction while preserving expert-validated report accuracy, and large-language-model outputs should be deployed as adjunctive, physician-supervised decision support rather than autonomously.
The VLM demonstrated reliable clinical interpretation and an acceptable safety profile, however its integration into clinical workflows for early recognition of physiological deterioration and patient acuity assessment requires further rigorous evaluation and comparison to currently used track-and-trigger systems and p...
I. Strechen, P. Krishnan, O. Kilickaya et al.· International Journal of Med...· 0 citations
Hospital physicians were more receptive for use of AI technologies in radiology compared to private practitioners, and practice patterns, economic factors, doctor-patient relationships, and frequency of interaction with the radiology department likely influence how AI use in radiology is perceived.
Anouk Weibel, J. Ospel, Paula Roßmüller et al.· Neurological Research· 0 citations
Physician’s perspectives on integrating AI-ECG into clinical practice are explored, with potential for AI-ECG to improve diagnostic accuracy, support prioritization, and reduce workload and concerns about overreliance, accountability, and the limitations of human oversight.
Gabriel Allgårdh, G. Helgesson, U. Kihlbom· BMC Medical Ethics· 0 citations
To the authors' knowledge, this is among the first prospectively evaluated AI systems for Arabic radiology report simplification, highlighting the potential of on-site AI deployment as a safe, privacy-preserving approach for multilingual radiology communication, warranting further investigation of its contribution to h...
Mohammad I. Alsayed, M. Alsayed, Akram Maghrabi et al.· International Journal of Med...· 0 citations
A four-centre benchmark comprising 3,021 CCTA series from 818 patient-report pairs to evaluate seven open-source three-dimensional vision-language models provides a standardized setting for model comparison, while CSM enables clinically structured evaluation of finding agreement and anatomical specificity.
Zhi-Yu Ye, Yue Sun, Li-Miao Zou et al.· 0 citations
This review examines how AI is reshaping radiology workflow, summarises clinically relevant applications across imaging modalities, evaluates evidence regarding diagnostic performance and operational efficiency, and discusses implementation, ethics, regulation, workforce, economic, and equity-related considerations.
Neelam Rao Bharti, Deeksha Jaiswal, Nidhi Goswami et al.· Genetics and Molecular Resea...· 0 citations
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