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. · Scientific Reports · 0 citations

Review Open access Aug 2026

Evaluation metrics for synthetic medical imaging.

BACKGROUND Advances in generative artificial intelligence (AI) have accelerated the development and application of synthetic medical imaging. Despite this rapid progress, the evaluation of synthetic medical images remains heterogeneous, with numerous metrics proposed to assess fidelity, realism, diversity, and clinical...

D. D. de Wilde, Benjamin Schärli, Kym Ackermann et al. · European Journal of Radiolog... · 0 citations