Aleksandra Borowska - Publications - Bridge of Knowledge

Aleksandra Borowska

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federated learning , mammography , image classification , domain adaptation

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Year 2024

Data Domain Adaptation in Federated Learning in the Breast Mammography Image Classification Problem
Publication
- Year 2024
We are increasingly striving to introduce modern artificial intelligence techniques in medicine and elevate medical care, catering to both patients and specialists. An essential aspect that warrants concurrent development is the protection of personal data, especially with technology's advancement, along with addressing data disparities to ensure model efficacy. This study assesses various domain adaptation techniques and federated...

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