Author

Ashim Dhor

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#explainable ai Review Open access Sep 2026

Artificial Intelligence in Medical Imaging: A Review of Radiodiagnosis in Indian Perspectives

It is concluded that AI literacy is no longer optional: the radiologist's role is not threatened by AI but transformed by it—from film reader to AI-augmented clinical imaging physician capable of extending world-class diagnostic care to underserved populations across India and globally.

Emily Das, Rasel Mondal, Ashim Dhor et al. · Indian Journal of Radiology... · 0 citations

Preprint Aug 2026

Intrinsic Structure: Spectral Identifiability for Mechanistic Interpretability

The Koopman spectrum is an identifiable, model-intrinsic fingerprint with a stated error bar, not a legible decomposition, and the spectrum is recoverable from calibration samples at rate $M^{-1/2}$ up to permutation.

Ashim Dhor, Pin-Yu Chen · 0 citations