Conference Papers2026

Intelligent Information System for Knowledge Integration into Artificial Intelligence Models

Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk, Elena Zaitseva, Olena Markevych

AdvAIT 2025 · CEUR Workshop Proceedings 4163, pp. 145-161

Editorial summary

The system imports medical images, removes or hashes patient identifiers and runs models on different hardware. It represents segmented heart structures as a graph for classification. Evaluation uses ACDC and M&Ms-2; prospective clinical trials remain future work.

Bibliographic reference

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Oleksandr Chaban, Eduard Manziuk, Pavlo Radiuk, Elena Zaitseva, Olena Markevych. "Intelligent Information System for Knowledge Integration into Artificial Intelligence Models". AdvAIT 2025 · CEUR Workshop Proceedings 4163, pp. 145-161, 2026.

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