Author

Marius Florentin Popa

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Review Open access Sep 2026

Artificial Intelligence-Based Prediction of Molecular Alterations in Colorectal Cancer Using Routine H&E Whole-Slide Images

From a molecular perspective, colorectal cancer is a heterogeneous disease in which microsatellite instability (MSI) phenotypes, mismatch repair (MMR) status, chromosomal instability, or mutations in BRAF, KRAS, NRAS, and TP53 can influence prognosis, hereditary cancer risk assessment, and therapeutic approaches. Conve...

Marius Florentin Popa, Paul Șiancu, C. Mohor et al. · International Journal of Mol... · 0 citations

Review Open access Aug 2026

The Evolving Role of Artificial Intelligence in Dermatology: A Meta-Analysis of Diagnostic Performance, Clinical Applications, and Implementation Challenges (2003–2025)

A PRISMA systematic review and meta-analysis of studies published from January 2000 to March 2025 found AI achieves dermatologist-level diagnostic accuracy in controlled settings; however, real-world evidence, algorithmic equity across skin phototypes, and health economic viability remain critical unresolved challenges...

Nina Ivanovic, Marius Florentin Popa, Ana-Olivia Toma et al. · Diagnostics · 0 citations