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A. M. Ibrahim

1 paper indexed here

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Review Open access Sep 2026

Artificial intelligence in experimental and clinical in vitro analysis: applications, limitations, and future directions

The integration of artificial intelligence into in vitro analyses represents a transformative shift in laboratory medicine, diagnostics, and pharmaceutical research. Traditional in vitro methods, from cell culture assays to high-throughput screening, rely on manual interpretation and conventional statistics. Machine an...

Z. Othman, Mohamed Mustaf Ahmed, R. Nazari et al. · 0 citations

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