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Loza F. Tadesse

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Preprint Jul 2026

Pic2Spec: Generative Modeling Reconstructs Single Cell Raman Fingerprints from Brightfield Images

Pic2Spec is introduced, a framework that learns a shared latent biochemical representation linking image morphology to vibrational spectral structure, enabling virtual Raman spectroscopy without hardware, and is established as a first demonstration of chemically informative virtual molecular fingerprinting from brightf...

Srilakshmi Premachandran, A. Bhuyan, Loza F. Tadesse · 0 citations

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