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What is Medical data breach?

A medical data breach is a security incident where unauthorized individuals gain access to confidential health records, patient data, or research information. These breaches can result from cyberattacks, insider threats, or misconfigurations, leading to legal consequences, financial losses, and compromised patient privacy.

Health data
Health data refers to medical and personal health-related information collected from individuals, including electronic health records (EHRs), wearable device data, and genetic information. It is protected by privacy regulations like HIPAA and GDPR to ensure secure handling, confidentiality, and ethical use in healthcare analytics, research, and public health initiatives.
Efficiently updatable neural network
An efficiently updatable neural network is a machine learning model designed to adapt and learn new data without full retraining. This capability enhances AI applications in areas such as fraud detection, recommendation systems, and real-time analytics by improving efficiency and reducing computational costs.
Data Architecture
Data architecture refers to the framework and design principles that govern how data is collected, stored, managed, and used within an organization. It includes data models, storage solutions, integration pipelines, and governance strategies to ensure data accessibility, consistency, and security. Effective data architecture supports business intelligence, analytics, and AI-driven decision-making, incorporating technologies such as data lakes, warehouses, and real-time streaming platforms.

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