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Shivam Tiwari

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#federated learning Open access Sep 2026

Safe and Privacy-Aware AI Models for Medical Image Processing: A Multi-Paradigm Comparative Study

In addition to producing better models, hospitals that combine patient scans into a single training server also provide a single, alluring target: in 2023 alone, over 130 million healthcare records were compromised globally. This research begins with this contradiction between the confidentiality requirements of medici...

Shivam Tiwari, Mukta Bhatele, Akhilesh A. Waoo · 0 citations
#federated learning Open access Sep 2026

Safe and Privacy-Aware AI Models for Medical Image Processing: A Multi-Paradigm Comparative Study

In addition to producing better models, hospitals that combine patient scans into a single training server also provide a single, alluring target: in 2023 alone, over 130 million healthcare records were compromised globally. This research begins with this contradiction between the confidentiality requirements of medici...

Shivam Tiwari, Mukta Bhatele, Akhilesh A. Waoo · 0 citations

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