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AI interpretation of digitized gigapixel histology slides (WSI) using self-supervised vision transformers and attention multiple-instance learning to detect tumour foci, grade cancer (Gleason) and predict molecular biomarkers (MSI, PD-L1) from morphology, cutting diagnosis time from…

Procurement category: LIMS/MES & laboratory informatics. Bioecon selects providers and organises the work in this category to the customer's brief. Catalogue-level entry: the specific manufacturer, configuration and specification are determined at the enquiry stage. Price — on request.

Category slug	lims-mes
Cluster	diagnostics-medtech
Article	ai-pathology-interpretation
Identifier	bio.dig.ai-pathology-interpretation.lims-mes

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Every item is a procurement category, not a named manufacturer's product. Bioecon is a single seller and holds no stock: supplier selection, configuration and specification are settled at enquiry, and the price is by quote.

Compliance Bioecon is an information intermediary; it is not a regulator, a certification body, or a legal advisor. When working with public-sector customers (procurement under 44-FZ / 223-FZ), Bioecon acts solely as an independent analytical platform, with no remuneration from suppliers.