Author

Ioana-Andreea Cîrlig

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Review Open access Aug 2026

Attention-Enhanced ResNet–U–Net for Automated Colorectal Tumor Segmentation in CT Scans

Findings support the technical feasibility of attention-enhanced encoder–decoder architectures for colorectal tumor segmentation on routine CT images, but future studies must prioritize large-scale external validation and patient-level cross-validation to rigorously assess generalizability and specificity.

L. Florescu, C. Obleagă, Mădălin Mămuleanu et al. · Life · 0 citations

Open access Aug 2026

1H-MR Spectroscopy as a Decision-Support Tool in the Differential Diagnosis of Intracranial Lesions: A Real-World Bicentric Retrospective Cohort

In a diagnostically heterogeneous real-world cohort, 1H-MRS significantly improved the accuracy achievable with conventional MRI alone and substantially increased reported diagnostic confidence, with high specificity but only moderate sensitivity.

L. Georgescu, Alexandru Șerbănoiu, A. Costache et al. · Diagnostics · 0 citations