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Author

Istiak Khan

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Open access Oct 2026

A standardized and reproducible pipeline for fast multi-view digitally reconstructed radiograph (DRR) generation

Digitally reconstructed radiographs (DRRs) are synthetic projections derived from computed tomography (CT) data and are increasingly used in 3D synthetic image generation. However, variability in preprocessing and projection frameworks limits reproducibility and comparability across studies. We present a standardized p...

Massimo Bottini, Istiak Khan, Olivier Zanier et al. · 0 citations
Review Open access Aug 2026

Evaluation metrics for synthetic medical imaging.

Evaluation strategies for synthetic medical imaging showed substantial variability and no single metric captured fidelity, realism, diversity, and clinical validity simultaneously, suggesting a task-specific, layered evaluation framework could improve comparability and facilitate clinical adoption.

D. de Wilde, Benjamin Schärli, Kym Ackermann et al. · 0 citations

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