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K. Chaya Devi

As seen in: Nature
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Articles by K. Chaya Devi

Hybrid siamese architecture for detecting genuine training data fingerprints in medical generative adversarial networks

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By K. Chaya Devi, Lekshmi Kalinathan, Farhaan Areeb, Divyansh Vashist
| Nature Verified
Abstract The rapid growth in generative models for medical imaging demands robust methodologies for preserving patient privacy and ensuring that the synthetic data remains authentic. The leaking of identifiable patterns from real clinical data into generated images presents serious difficulties in terms of regulatory compliance, ethical deployment, and clinical trust.
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PPE: a coin with two sides

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By K. Chaya Devi, S. Jamal, F. Umer
| Nature Verified
PPE: a coin with two sides Sir, in order to provide safe dental services, the NHS recommends strict personal protective equipment (PPE) which includes N95 (FFP2) respirator, impermeable full sleeved gown and face shield.1 Recently, additional literature has suggested that these strict PPE requirements impair the technical and non-technical skills of health professionals.2 We completed a questionnaire-based study at our dental clinics in the Aga Khan University with oxygen saturation and pulse...
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